From feb33871e4c1add592f2276f81cf9ca6c1cc2df2 Mon Sep 17 00:00:00 2001 From: Dyuman Aditya Date: Fri, 23 May 2025 16:08:28 +0200 Subject: [PATCH 01/15] Temporal classifier with example --- examples/automatic_temporal_classifier.py | 77 ++++++ .../multiple_classifier_integration_ex.py | 136 +++++++++++ pyreason/pyreason.py | 34 +++ .../classification/temporal_classifier.py | 226 ++++++++++++++++++ tests/math_history.graphml | 132 ++++++++++ tests/test.py | 83 +++++++ 6 files changed, 688 insertions(+) create mode 100644 examples/automatic_temporal_classifier.py create mode 100644 examples/multiple_classifier_integration_ex.py create mode 100644 pyreason/scripts/learning/classification/temporal_classifier.py create mode 100644 tests/math_history.graphml create mode 100644 tests/test.py diff --git a/examples/automatic_temporal_classifier.py b/examples/automatic_temporal_classifier.py new file mode 100644 index 00000000..1a5de404 --- /dev/null +++ b/examples/automatic_temporal_classifier.py @@ -0,0 +1,77 @@ +import time + +import pyreason as pr +import torch +import torch.nn as nn +import networkx as nx +import numpy as np +import random +from datetime import timedelta + +seed_value = 65 # Good Gap Gap +# seed_value = 47 # Good Gap Good +# seed_value = 43 # Good Good Good +random.seed(seed_value) +np.random.seed(seed_value) +torch.manual_seed(seed_value) + + +def input_fn(): + return torch.rand(1, 3) # Dummy input function for the model + + +weld_model = nn.Linear(3, 2) +class_names = ["good", "gap"] + +# Define integration options: +# Only consider probabilities above 0.5, adjust lower bound for high confidence, and use a snap value. +interface_options = pr.ModelInterfaceOptions( + threshold=0.5, + set_lower_bound=True, + set_upper_bound=False, + snap_value=1.0 +) + +# Wrap the model using LogicIntegratedClassifier. +weld_quality_checker = pr.TemporalLogicIntegratedClassifier( + weld_model, + class_names, + identifier="weld_object", + interface_options=interface_options, + poll_interval=timedelta(seconds=0.5), + # poll_interval=1, + poll_condition="gap", + input_fn=input_fn, +) + +pr.add_rule(pr.Rule("repairing(weld_object) <-1 gap(weld_object)", "repair attempted rule")) +pr.add_rule(pr.Rule("defective(weld_object) <-1 gap(weld_object), repairing(weld_object)", "defective rule")) + +max_iters = 5 +for weld_iter in range(max_iters): + # Time step 1: Initial inspection shows the weld is good. + features = torch.rand(1, 3) # Values chosen to indicate a good weld. + t = pr.get_time() + logits, probs, classifier_facts = weld_quality_checker(features, t1=t, t2=t) + # print(f"=== Weld Inspection for Part: {weld_iter} ===") + # print("Logits:", logits) + # print("Probabilities:", probs) + for fact in classifier_facts: + pr.add_fact(fact) + + # Reasoning + pr.settings.atom_trace = True + pr.settings.verbose = False + again = False if weld_iter == 0 else True + interpretation = pr.reason(timesteps=1, again=again, restart=False) + trace = pr.get_rule_trace(interpretation) + print(f"\n=== Reasoning Rule Trace for Weld Part: {weld_iter} ===") + print(trace[0], "\n\n") + + time.sleep(5) + + # Check if part is defective + # if pr.get_logic_program().interp.query(pr.Query("defective(weld_object)")): + if interpretation.query(pr.Query("defective(weld_object)")): + print("Defective weld detected! \n Replacing the part.\n\n") + # break diff --git a/examples/multiple_classifier_integration_ex.py b/examples/multiple_classifier_integration_ex.py new file mode 100644 index 00000000..cdb55d6c --- /dev/null +++ b/examples/multiple_classifier_integration_ex.py @@ -0,0 +1,136 @@ +import pyreason as pr +import torch +import torch.nn as nn +import networkx as nx +import numpy as np +import random + + +# seed_value = 41 # legitimate, high risk +# seed_value = 42 # fraud, low risk +seed_value = 44 # fraud, high risk +random.seed(seed_value) +np.random.seed(seed_value) +torch.manual_seed(seed_value) + + +# --- Part 1: Fraud Detector Model Integration --- +# Create a dummy PyTorch model for transaction fraud detection. +fraud_model = nn.Linear(5, 2) +fraud_class_names = ["fraud", "legitimate"] +transaction_features = torch.rand(1, 5) + +# Define integration options: only probabilities > 0.5 will trigger bounds adjustment. +fraud_interface_options = pr.ModelInterfaceOptions( + threshold=0.5, + set_lower_bound=True, + set_upper_bound=False, + snap_value=1.0 +) + +# Wrap the fraud detection model. +fraud_detector = pr.LogicIntegratedClassifier( + fraud_model, + fraud_class_names, + model_name="fraud_detector", + interface_options=fraud_interface_options +) + +# Run the fraud detector. +logits_fraud, probabilities_fraud, fraud_facts = fraud_detector(transaction_features) # Talk about time +print("=== Fraud Detector Output ===") +print("Logits:", logits_fraud) +print("Probabilities:", probabilities_fraud) +print("\nGenerated Fraud Detector Facts:") +for fact in fraud_facts: + print(fact) + +# Context and reasoning +for fact in fraud_facts: + pr.add_fact(fact) + +# Add additional contextual facts: +# 1. The transaction is from a suspicious location. +pr.add_fact(pr.Fact("suspicious_location(AccountA)", "transaction_fact")) +# 2. Link the transaction to AccountA. +pr.add_fact(pr.Fact("transaction(AccountA)", "transaction_link")) +# 3. Register AccountA as an account. +pr.add_fact(pr.Fact("account(AccountA)", "account_fact")) + +# Define reasoning rules: +# Rule A: If the fraud detector flags fraud and the transaction is suspicious, mark AccountA for investigation. +pr.add_rule(pr.Rule("requires_investigation(acc) <- transaction(acc), suspicious_location(acc), fraud_detector(fraud)", "investigation_rule")) + +# --- Set up Graph and Load --- +# Build a simple graph of accounts. +G = nx.DiGraph() +G.add_node("AccountA") +G.add_node("AccountB") +G.add_node("AccountC") +# Add edges with an attribute "relationship" set to "associated". +G.add_edge("AccountA", "AccountB", associated=1) +G.add_edge("AccountB", "AccountC", associated=1) +# Load the graph into PyReason. The edge attribute "relationship" is interpreted as the predicate 'associated'. +pr.load_graph(G) + +# Define propagation rules to spread investigation and critical action flags via the "associated" relationship. +pr.add_rule(pr.Rule("requires_investigation(y) <- requires_investigation(x), associated(x,y)", "investigation_propagation_rule")) + +# --- Part 5: Run the Reasoning Engine --- +# Run the reasoning engine. +pr.settings.allow_ground_rules = True +pr.settings.atom_trace = True +interpretation = pr.reason() + +# Display reasoning results for 'requires_investigation'. +print("\n=== Reasoning Results for 'requires_investigation' ===") +trace = pr.get_rule_trace(interpretation) +print(f"RULE TRACE: \n\n{trace[0]}\n") + + +# --- Part 2: Risk Evaluator Model Integration --- +# Create another dummy PyTorch model for evaluating account risk. +risk_model = nn.Linear(5, 2) +risk_class_names = ["high_risk", "low_risk"] +risk_features = torch.rand(1, 5) + +# Define integration options for the risk evaluator. +risk_interface_options = pr.ModelInterfaceOptions( + threshold=0.5, + set_lower_bound=True, + set_upper_bound=True, + snap_value=1.0 +) + +# Wrap the risk evaluation model. +risk_evaluator = pr.LogicIntegratedClassifier( + risk_model, + risk_class_names, # document len + model_name="risk_evaluator", # binded constant + interface_options=risk_interface_options +) + +# Run the risk evaluator. +logits_risk, probabilities_risk, risk_facts = risk_evaluator(risk_features) +print("\n=== Risk Evaluator Output ===") +print("Logits:", logits_risk) +print("Probabilities:", probabilities_risk) +print("\nGenerated Risk Evaluator Facts:") +for fact in risk_facts: + print(fact) + +# --- Context and Reasoning again --- +for fact in risk_facts: + pr.add_fact(fact) + +# Rule B: If the fraud detector flags fraud and the risk evaluator flags high risk, mark AccountA for critical action. +pr.add_rule(pr.Rule("critical_action(acc) <- transaction(acc), suspicious_location(acc), fraud_detector(fraud), risk_evaluator(high_risk)", "critical_action_rule")) +pr.add_rule(pr.Rule("critical_action(y) <- critical_action(x), associated(x,y)", "critical_propagation_rule")) + +interpretation = pr.reason(again=True) + +# Display reasoning results for 'critical_action'. +print("\n=== Reasoning Results for 'critical_action' (Reasoning again) ===") +trace = pr.get_rule_trace(interpretation) +print(f"RULE TRACE: \n\n{trace[0]}\n") + diff --git a/pyreason/pyreason.py b/pyreason/pyreason.py index 31dcb139..c04d04f2 100755 --- a/pyreason/pyreason.py +++ b/pyreason/pyreason.py @@ -8,6 +8,7 @@ import warnings from typing import List, Type, Callable, Tuple, Optional +from pyreason.scripts.interpretation.interpretation_parallel import Interpretation from pyreason.scripts.utils.output import Output from pyreason.scripts.utils.filter import Filter from pyreason.scripts.program.program import Program @@ -33,6 +34,7 @@ print('torch is not installed, model integration is disabled') else: from pyreason.scripts.learning.classification.classifier import LogicIntegratedClassifier + from pyreason.scripts.learning.classification.temporal_classifier import TemporalLogicIntegratedClassifier from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions @@ -637,6 +639,38 @@ def add_annotation_function(function: Callable) -> None: __annotation_functions.append(function) +def get_logic_program() -> Optional[Program]: + """Get the logic program object + + :return: Logic program object + """ + global __program + return __program + + +def get_interpretation() -> Optional[Interpretation]: + """Get the current interpretation + + :return: Current interpretation + """ + global __program + if __program is None: + raise Exception('No interpretation found. Please run `pr.reason()` first') + return __program.interp + + +def get_time() -> int: + """Get the current time + + :return: Current time + """ + try: + i = get_interpretation() + except Exception: + return 0 + return i.time + 1 + + def reason(timesteps: int = -1, convergence_threshold: int = -1, convergence_bound_threshold: float = -1, queries: List[Query] = None, again: bool = False, restart: bool = True): """Function to start the main reasoning process. Graph and rules must already be loaded. diff --git a/pyreason/scripts/learning/classification/temporal_classifier.py b/pyreason/scripts/learning/classification/temporal_classifier.py new file mode 100644 index 00000000..4a5d7c99 --- /dev/null +++ b/pyreason/scripts/learning/classification/temporal_classifier.py @@ -0,0 +1,226 @@ +import asyncio +import threading +import time +from datetime import timedelta +from datetime import datetime +from typing import List, Tuple, Optional, Union, Callable, Any + +import torch.nn +import torch.nn.functional as F + +import pyreason as pr +from pyreason.scripts.facts.fact import Fact +from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions + + +class TemporalLogicIntegratedClassifier(torch.nn.Module): + """ + Class to integrate a PyTorch model with PyReason. The output of the model is returned to the + user in the form of PyReason facts. The user can then add these facts to the logic program and reason using them. + """ + # from pyreason import Program + def __init__( + self, + model, + class_names: List[str], + identifier: str = 'classifier', + interface_options: ModelInterfaceOptions = None, + logic_program=None, + poll_interval: Optional[Union[int, timedelta]] = None, + poll_condition: Optional[str] = None, + input_fn: Optional[Callable[[], Any]] = None, + ): + """ + :param model: PyTorch model to be integrated. + :param class_names: List of class names for the model output. + :param identifier: Identifier for the model, used as the constant in the facts. + :param interface_options: Options for the model interface, including threshold and snapping behavior. + :param logic_program: PyReason logic program + :param poll_interval: How often to poll the model, either as: + - an integer number of PyReason timesteps or + - a `datetime.timedelta` object representing wall-clock time. + If `None`, polling is disabled. + :param poll_condition: The name of the predicate attached to the model that must be true to trigger a poll. + If `None`, the model will be polled every `poll_interval` time steps/seconds. + :param input_fn: Function to call to get the input to the model. This function should return a tensor. + """ + super(TemporalLogicIntegratedClassifier, self).__init__() + self.model = model + self.class_names = class_names + self.identifier = identifier + self.interface_options = interface_options + self.logic_program = logic_program + self.poll_interval = poll_interval + self.poll_condition = poll_condition + self.input_fn = input_fn + + # normalize poll_interval + if isinstance(poll_interval, int): + self.poll_interval: Union[int, timedelta, None] = poll_interval + else: + self.poll_interval = poll_interval + + # start the async polling task if configured + if self.poll_interval is not None and self.input_fn is not None: + # this schedules the background task + # self._poller_task = asyncio.create_task(self._poll_loop()) + # kick off the background thread + t = threading.Thread(target=self._poll_loop, daemon=True) + t.start() + + def _get_current_timestep(self): + """ + Get the current timestep from the PyReason logic program. + :return: Current timestep + """ + if self.logic_program is not None and self.logic_program.interp is not None: + interp = self.logic_program.interp + t = interp.time + return t + elif pr.get_logic_program() is not None and pr.get_logic_program().interp is not None: + self.logic_program = pr.get_logic_program() + interp = self.logic_program.interp + t = interp.time + return t + else: + # raise ValueError("No PyReason logic program provided.") + return -1 + + def _poll_loop(self) -> None: + """ + Background async loop that polls every self.poll_interval. + """ + # if self.logic_program is None: + # raise ValueError("No logic program to add facts into.") + + # check if we have a logic program yet or not + while True: + current_time = self._get_current_timestep() + # print("here") + if current_time != -1: + print("current time", current_time) + # determine mode + if isinstance(self.poll_interval, timedelta): + interval_secs = self.poll_interval.total_seconds() + while True: + print("in loop") + time.sleep(interval_secs) + current_time = self._get_current_timestep() + t1 = current_time + 1 + t2 = t1 + + if self.poll_condition: + print(f"{self.poll_condition}({self.identifier})") + print(self.logic_program.interp.query(pr.Query(f"{self.poll_condition}({self.identifier})"))) + if not self.logic_program.interp.query(pr.Query(f"{self.poll_condition}({self.identifier})")): + continue + + x = self.input_fn() + _, _, facts = self.forward(x, t1, t2) + for f in facts: + print(f) + pr.add_fact(f) + + # run the reasoning + pr.reason(again=True, restart=False) + print("reasoning done") + trace = pr.get_rule_trace(self.logic_program.interp) + print(trace[0]) + + else: + step_interval = self.poll_interval + last_step = current_time + 1 + while True: + # wait until enough timesteps have passed + while self._get_current_timestep() - last_step < step_interval: + time.sleep(0.01) + current = self._get_current_timestep() + t1, t2 = current, current + last_step = current + + if self.poll_condition: + if not self.logic_program.interp.query(pr.Query(f"{self.poll_condition}({self.identifier})")): + continue + + x = self.input_fn() + _, _, facts = self.forward(x, t1, t2) + for f in facts: + pr.add_fact(f) + + # run the reasoning + pr.reason(again=True, restart=False) + print("reasoning done") + trace = pr.get_rule_trace(self.logic_program.interp) + print(trace[0]) + + # # run the reasoning + # pr.reason(again=True, restart=False) + # print("reasoning done") + # trace = pr.get_rule_trace(interpretation) + # print(trace[0]) + + def get_class_facts(self, t1: int, t2: int) -> List[Fact]: + """ + Return PyReason facts to create nodes for each class. Each class node will have bounds `[1,1]` with the + predicate corresponding to the model name. + :param t1: Start time for the facts + :param t2: End time for the facts + :return: List of PyReason facts + """ + facts = [] + for c in self.class_names: + fact = Fact(f'{c}({self.identifier})', name=f'{self.identifier}-{c}-fact', start_time=t1, end_time=t2) + facts.append(fact) + return facts + + def forward(self, x, t1: int = 0, t2: int = 0) -> Tuple[torch.Tensor, torch.Tensor, List[Fact]]: + """ + Forward pass of the model + :param x: Input tensor + :param t1: Start time for the facts + :param t2: End time for the facts + :return: Output tensor + """ + output = self.model(x) + + # Convert logits to probabilities assuming a multi-class classification. + probabilities = F.softmax(output, dim=1).squeeze() + opts = self.interface_options + + # Prepare threshold tensor. + threshold = torch.tensor(opts.threshold, dtype=probabilities.dtype, device=probabilities.device) + condition = probabilities > threshold + + if opts.snap_value is not None: + snap_value = torch.tensor(opts.snap_value, dtype=probabilities.dtype, device=probabilities.device) + # For values that pass the threshold: + lower_val = snap_value if opts.set_lower_bound else torch.tensor(0.0, dtype=probabilities.dtype, + device=probabilities.device) + upper_val = snap_value if opts.set_upper_bound else torch.tensor(1.0, dtype=probabilities.dtype, + device=probabilities.device) + else: + # If no snap_value is provided, keep original probabilities for those passing threshold. + lower_val = probabilities if opts.set_lower_bound else torch.zeros_like(probabilities) + upper_val = probabilities if opts.set_upper_bound else torch.ones_like(probabilities) + + # For probabilities that pass the threshold, apply the above; else, bounds are fixed to [0,1]. + lower_bounds = torch.where(condition, lower_val, torch.zeros_like(probabilities)) + upper_bounds = torch.where(condition, upper_val, torch.ones_like(probabilities)) + + # Convert bounds to Python floats for fact creation. + bounds_list = [] + for i in range(len(self.class_names)): + lower = lower_bounds[i].item() + upper = upper_bounds[i].item() + bounds_list.append([lower, upper]) + + # Define time bounds for the facts. + facts = [] + for class_name, bounds in zip(self.class_names, bounds_list): + lower, upper = bounds + fact_str = f'{class_name}({self.identifier}) : [{lower:.3f}, {upper:.3f}]' + fact = Fact(fact_str, name=f'{self.identifier}-{class_name}-fact', start_time=t1, end_time=t2) + facts.append(fact) + + return output, probabilities, facts + diff --git a/tests/math_history.graphml b/tests/math_history.graphml new file mode 100644 index 00000000..706aa27f --- /dev/null +++ b/tests/math_history.graphml @@ -0,0 +1,132 @@ + + + + + + + + + + Euclid + -300 + -275 + Elements, Geometry + Greek + + + Archimedes + -287 + -212 + Area, Volume, Pi + Greek + + + Diophantus + 201 + 285 + Arithmetica, Algebra + Greek + + + Aryabhata + 476 + 550 + Sine tables, Astronomy + + + Brahmagupta + 598 + 668 + Zero, Negative numbers + + + Al-Khwarizmi + 780 + 850 + Algebra, Algorithms + + + Fibonacci + 1170 + 1250 + Fibonacci sequence, Hindu-Arabic numerals + Italian + + + Isaac Newton + 1643 + 1727 + Calculus, Laws of motion + + + Gottfried Leibniz + 1646 + 1716 + Calculus, Notation + + + Leonhard Euler + 1707 + 1783 + Analysis, Number theory + + + Carl Friedrich Gauss + 1777 + 1855 + Number theory, Statistics + + + Alan Turing + 1912 + 1954 + Computer science, Turing machine + + + Pythagoreas + -570 + -495 + Geometry, Pythagorean Theorem + + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + Preceded + + + \ No newline at end of file diff --git a/tests/test.py b/tests/test.py new file mode 100644 index 00000000..76fb42f3 --- /dev/null +++ b/tests/test.py @@ -0,0 +1,83 @@ +import pyreason as pr +import torch +import torch.nn as nn +import networkx as nx + +# --- Part 1: Fraud Detector Model Integration --- + +# Create a dummy PyTorch model for transaction fraud detection. +# Each transaction is represented by 5 features and is classified into "fraud" or "legitimate". +model = nn.Linear(5, 2) +class_names = ["fraud", "legitimate"] + +# Create a dummy transaction feature vector. +transaction_features = torch.rand(1, 5) + +# Define integration options. +# Only probabilities above 0.5 are considered for adjustment. +interface_options = pr.ModelInterfaceOptions( + threshold=0.4, # Only process probabilities above 0.5 + set_lower_bound=True, # For high confidence, adjust the lower bound. + set_upper_bound=False, # Keep the upper bound unchanged. + snap_value=1.0 # Use 1.0 as the snap value. +) + +# Wrap the model using LogicIntegratedClassifier +fraud_detector = pr.LogicIntegratedClassifier( + model, + class_names, + model_name="fraud_detector", + interface_options=interface_options +) + +# Run the model to obtain logits, probabilities, and generated PyReason facts. +logits, probabilities, classifier_facts = fraud_detector(transaction_features) + +print("=== Fraud Detector Output ===") +print("Logits:", logits) +print("Probabilities:", probabilities) +print("\nGenerated Classifier Facts:") +for fact in classifier_facts: + print(fact) + +# Add the classifier-generated facts. +for fact in classifier_facts: + pr.add_fact(fact) + +# --- Part 2: Create and Load a Networkx Graph representing an account knowledge base --- + +# Create a networkx graph representing a network of accounts. +G = nx.DiGraph() +# Add account nodes. +G.add_node("AccountA", account=1) +G.add_node("AccountB", account=1) +G.add_node("AccountC", account=1) +# Add edges with an attribute "relationship" set to "associated". +G.add_edge("AccountA", "AccountB", associated=1) +G.add_edge("AccountB", "AccountC", associated=1) +pr.load_graph(G) + +# --- Part 3: Set Up Context and Reasoning Environment --- + +# Add additional contextual information: +# 1. A fact indicating the transaction comes from a suspicious location. This could come from a separate fraud detection system. +pr.add_fact(pr.Fact("suspicious_location(AccountA)", "transaction_fact")) + +# Define a rule: if the fraud detector flags a transaction as fraud and the transaction info is suspicious, +# then mark the associated account (AccountA) as requiring investigation. +pr.add_rule(pr.Rule("requires_investigation(acc) <- account(acc), fraud_detector(fraud), suspicious_location(acc)", "investigation_rule")) + +# Define a propagation rule: +# If an account requires investigation and is connected (via the "associated" relationship) to another account, +# then the connected account is also flagged for investigation. +pr.add_rule(pr.Rule("requires_investigation(y) <- requires_investigation(x), associated(x,y)", "propagation_rule")) + +# --- Part 4: Run the Reasoning Engine --- + +# Run the reasoning engine for 3 timesteps to allow the investigation flag to propagate through the network. +pr.settings.allow_ground_rules = True +pr.settings.atom_trace = True +interpretation = pr.reason() + +trace = pr.get_rule_trace(interpretation) +print(f"RULE TRACE: \n\n{trace[0]}\n") From 87f04d25c236e24a48208e13fefdd79bfa03fd39 Mon Sep 17 00:00:00 2001 From: Dyuman Aditya Date: Tue, 3 Jun 2025 19:38:56 +0200 Subject: [PATCH 02/15] Made base class for logic integrated classifier --- .../learning/classification/classifier.py | 130 +++++++++--------- .../classification/logic_integration_base.py | 125 +++++++++++++++++ 2 files changed, 192 insertions(+), 63 deletions(-) create mode 100644 pyreason/scripts/learning/classification/logic_integration_base.py diff --git a/pyreason/scripts/learning/classification/classifier.py b/pyreason/scripts/learning/classification/classifier.py index 06bc3ec9..6b5bdce2 100644 --- a/pyreason/scripts/learning/classification/classifier.py +++ b/pyreason/scripts/learning/classification/classifier.py @@ -4,88 +4,92 @@ import torch.nn.functional as F from pyreason.scripts.facts.fact import Fact +from pyreason.scripts.learning.classification.logic_integration_base import LogicIntegrationBase from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions -class LogicIntegratedClassifier(torch.nn.Module): +class LogicIntegratedClassifier(LogicIntegrationBase): """ Class to integrate a PyTorch model with PyReason. The output of the model is returned to the user in the form of PyReason facts. The user can then add these facts to the logic program and reason using them. + Wraps any torch.nn.Module whose forward(x) returns [N, C] logits (multi-class). + Implements _infer, _postprocess, and _pred_to_facts to replace the original forward(). """ - def __init__(self, model, class_names: List[str], identifier: str = 'classifier', interface_options: ModelInterfaceOptions = None): - """ - :param model: PyTorch model to be integrated. - :param class_names: List of class names for the model output. - :param identifier: Identifier for the model, used as the constant in the facts. - :param interface_options: Options for the model interface, including threshold and snapping behavior. - """ - super(LogicIntegratedClassifier, self).__init__() - self.model = model - self.class_names = class_names - self.identifier = identifier - self.interface_options = interface_options - def get_class_facts(self, t1: int, t2: int) -> List[Fact]: + def __init__( + self, + model: torch.nn.Module, + class_names: List[str], + identifier: str = 'classifier', + interface_options: ModelInterfaceOptions = None + ): + super().__init__(model, class_names, interface_options, identifier) + + def _infer(self, x: torch.Tensor) -> torch.Tensor: + # Simply run the underlying model to get raw logits [N, C] + return self.model(x) + + def _postprocess(self, raw_output: torch.Tensor) -> torch.Tensor: """ - Return PyReason facts to create nodes for each class. Each class node will have bounds `[1,1]` with the - predicate corresponding to the model name. - :param t1: Start time for the facts - :param t2: End time for the facts - :return: List of PyReason facts + raw_output: a [N, C] logits tensor. + Apply softmax over dim=1 to get probabilities [N, C]. """ - facts = [] - for c in self.class_names: - fact = Fact(f'{c}({self.identifier})', name=f'{self.identifier}-{c}-fact', start_time=t1, end_time=t2) - facts.append(fact) - return facts + logits = raw_output + if logits.dim() != 2 or logits.size(1) != len(self.class_names): + raise ValueError( + f"Expected logits of shape [N, C] with C={len(self.class_names)}, " + f"got {tuple(logits.shape)}" + ) + return F.softmax(logits, dim=1) - def forward(self, x, t1: int = 0, t2: int = 0) -> Tuple[torch.Tensor, torch.Tensor, List[Fact]]: + def _pred_to_facts( + self, + raw_output: torch.Tensor, + probabilities: torch.Tensor, + t1: int, + t2: int + ) -> List[Fact]: """ - Forward pass of the model - :param x: Input tensor - :param t1: Start time for the facts - :param t2: End time for the facts - :return: Output tensor + Turn the [N, C] probability tensor into a flat List[Fact], + using threshold, snap_value, set_lower_bound, set_upper_bound. + Produces N * C facts. """ - output = self.model(x) - - # Convert logits to probabilities assuming a multi-class classification. - probabilities = F.softmax(output, dim=1).squeeze() opts = self.interface_options + prob = probabilities # [N, C] - # Prepare threshold tensor. - threshold = torch.tensor(opts.threshold, dtype=probabilities.dtype, device=probabilities.device) - condition = probabilities > threshold + # Build a threshold tensor + threshold = torch.tensor(opts.threshold, dtype=prob.dtype, device=prob.device) + condition = prob > threshold # [N, C] boolean + # Determine lower/upper for “true” entries if opts.snap_value is not None: - snap_value = torch.tensor(opts.snap_value, dtype=probabilities.dtype, device=probabilities.device) - # For values that pass the threshold: - lower_val = snap_value if opts.set_lower_bound else torch.tensor(0.0, dtype=probabilities.dtype, - device=probabilities.device) - upper_val = snap_value if opts.set_upper_bound else torch.tensor(1.0, dtype=probabilities.dtype, - device=probabilities.device) + snap_val = torch.tensor(opts.snap_value, dtype=prob.dtype, device=prob.device) + lower_if_true = ( + snap_val if opts.set_lower_bound else torch.tensor(0.0, dtype=prob.dtype, device=prob.device) + ) + upper_if_true = ( + snap_val if opts.set_upper_bound else torch.tensor(1.0, dtype=prob.dtype, device=prob.device) + ) else: - # If no snap_value is provided, keep original probabilities for those passing threshold. - lower_val = probabilities if opts.set_lower_bound else torch.zeros_like(probabilities) - upper_val = probabilities if opts.set_upper_bound else torch.ones_like(probabilities) + lower_if_true = prob if opts.set_lower_bound else torch.zeros_like(prob) + upper_if_true = prob if opts.set_upper_bound else torch.ones_like(prob) - # For probabilities that pass the threshold, apply the above; else, bounds are fixed to [0,1]. - lower_bounds = torch.where(condition, lower_val, torch.zeros_like(probabilities)) - upper_bounds = torch.where(condition, upper_val, torch.ones_like(probabilities)) + # Build full [N, C] lower_bounds and upper_bounds + zeros = torch.zeros_like(prob) + ones = torch.ones_like(prob) + lower_bounds = torch.where(condition, lower_if_true, zeros) # [N, C] + upper_bounds = torch.where(condition, upper_if_true, ones) # [N, C] - # Convert bounds to Python floats for fact creation. - bounds_list = [] - for i in range(len(self.class_names)): - lower = lower_bounds[i].item() - upper = upper_bounds[i].item() - bounds_list.append([lower, upper]) + N, C = prob.shape + facts: List[Fact] = [] - # Define time bounds for the facts. - facts = [] - for class_name, bounds in zip(self.class_names, bounds_list): - lower, upper = bounds - fact_str = f'{class_name}({self.identifier}) : [{lower:.3f}, {upper:.3f}]' - fact = Fact(fact_str, name=f'{self.identifier}-{class_name}-fact', start_time=t1, end_time=t2) - facts.append(fact) - return output, probabilities, facts + for i in range(N): + for j, class_name in enumerate(self.class_names): + l = lower_bounds[i, j].item() + u = upper_bounds[i, j].item() + fact_str = f"{class_name}({self.identifier}) : [{l:.3f}, {u:.3f}]" + fact_name = f"{self.identifier}-{class_name}-fact" + f = Fact(fact_str, name=fact_name, start_time=t1, end_time=t2) + facts.append(f) + return facts diff --git a/pyreason/scripts/learning/classification/logic_integration_base.py b/pyreason/scripts/learning/classification/logic_integration_base.py new file mode 100644 index 00000000..638e4361 --- /dev/null +++ b/pyreason/scripts/learning/classification/logic_integration_base.py @@ -0,0 +1,125 @@ +import torch +import torch.nn.functional as F +from abc import ABC, abstractmethod +from typing import List, Tuple, Any + +from pyreason.scripts.facts.fact import Fact +from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions + + +class LogicIntegrationBase(torch.nn.Module, ABC): + """ + Abstract base class for **any** model (classifier, detector, etc.) whose + outputs you want to convert into PyReason Facts with lower/upper bounds. + + Subclasses must implement: + 1. _infer(x) → raw_output + 2. _pred_to_facts(raw_output, t1, t2) → List[Fact] + + The base class handles: + - Calling `self.model(x)` + - Applying threshold, snap_value, and bound‐construction (for “probabilistic” heads), + if desired. + - Packaging everything into a final (raw_output, probs_or_filtered, facts) tuple. + """ + + def __init__( + self, + model: torch.nn.Module, + class_names: List[str], + interface_options: ModelInterfaceOptions, + identifier: str = "model" + ): + """ + :param model: Any PyTorch module. Subclasses will call it in _infer(). + :param class_names: List of “predicate” names. For a detector, this is the full label list. + :param interface_options: Contains threshold, snap_value, set_lower_bound, set_upper_bound, etc. + :param identifier: Constant to inject into each Fact (e.g. “image1”, “classifier”, “detector”). + """ + super().__init__() + self.model = model + self.class_names = class_names + self.interface_options = interface_options + self.identifier = identifier + + # (Optional) sanity‐check on class_names vs. model (each subclass can override) + self._validate_init() + + def _validate_init(self): + """ + Hook for subclasses to check, e.g. that `len(class_names)` matches + whatever the underlying model expects. + """ + pass + + def forward( + self, + x: Any, + t1: int = 0, + t2: int = 0 + ) -> Tuple[Any, Any, List[Fact]]: + """ + 1) Call `_infer(x)` to get the “raw_output.” + 2) Call `_postprocess(raw_output)` to get either “probabilities” or “filtered detections,” + depending on model‐type. + 3) Call `_pred_to_facts(raw_output, postproc, t1, t2)` to build a List[Fact]. + + Returns a 3‐tuple: + (raw_output, postproc, facts_list) + + - raw_output: whatever `model(x)` naturally returned + - postproc: a tensor of probabilities or a list of filtered boxes, etc. + - facts_list: a flat List[Fact] + """ + # 1) raw predictions + raw_output = self._infer(x) + + # 2) “postprocess” step (e.g. softmax/sigmoid + threshold for classifiers, + # or filtering by confidence for detectors) + postproc = self._postprocess(raw_output) + + # 3) Turn them into Facts + facts: List[Fact] = self._pred_to_facts(raw_output, postproc, t1, t2) + + return raw_output, postproc, facts + + @abstractmethod + def _infer(self, x: Any) -> Any: + """ + Run the underlying PyTorch model (self.model) on input x, returning + the “raw” output. For a classifier, this is a logit‐tensor. For a YOLO detector, + this might be a Results object whose `.xyxy[i]` is a [num_det×6] tensor, etc. + """ + ... + + @abstractmethod + def _postprocess(self, raw_output: Any) -> Any: + """ + Convert raw model outputs into a more convenient “postprocessed” form + that we’ll pass both to the user and into `_pred_to_facts`. + + - For a binary/multiclass classifier, apply sigmoid/softmax + threshold mask. + - For a multilabel classifier, apply sigmoid + per‐class threshold mask. + - For a detector, extract a list of (class_idx, confidence) for all detections + above threshold. + """ + ... + + @abstractmethod + def _pred_to_facts( + self, + raw_output: Any, + postproc: Any, + t1: int, + t2: int + ) -> List[Fact]: + """ + Given raw_output and postproc (see above), build a List of PyReason Fact(...) objects, + each of the form: + f"{class_name}({self.identifier}) : [lower, upper]" + + - raw_output: whatever the model returned + - postproc: tensor-of-probs or list‐of‐(class_idx,confidence) + - t1, t2: start/end timestamps + """ + ... From 2bc2cc7937e4c13d7b1b9dfb9726ee90b7fac015 Mon Sep 17 00:00:00 2001 From: Dyuman Aditya Date: Tue, 3 Jun 2025 19:46:38 +0200 Subject: [PATCH 03/15] Made base class for logic integrated classifier --- .../classification/temporal_classifier.py | 111 ++++++++++-------- 1 file changed, 64 insertions(+), 47 deletions(-) diff --git a/pyreason/scripts/learning/classification/temporal_classifier.py b/pyreason/scripts/learning/classification/temporal_classifier.py index 4a5d7c99..5fe01514 100644 --- a/pyreason/scripts/learning/classification/temporal_classifier.py +++ b/pyreason/scripts/learning/classification/temporal_classifier.py @@ -10,15 +10,16 @@ import pyreason as pr from pyreason.scripts.facts.fact import Fact +from pyreason.scripts.learning.classification.logic_integration_base import LogicIntegrationBase from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions -class TemporalLogicIntegratedClassifier(torch.nn.Module): +class TemporalLogicIntegratedClassifier(LogicIntegrationBase): """ - Class to integrate a PyTorch model with PyReason. The output of the model is returned to the - user in the form of PyReason facts. The user can then add these facts to the logic program and reason using them. + Wraps any torch.nn.Module whose forward(x) returns [N, C] logits (multi‐class), + but additionally polls in the background (either every N timesteps or every N seconds) + and injects new Facts into a PyReason logic program. """ - # from pyreason import Program def __init__( self, model, @@ -44,7 +45,7 @@ def __init__( If `None`, the model will be polled every `poll_interval` time steps/seconds. :param input_fn: Function to call to get the input to the model. This function should return a tensor. """ - super(TemporalLogicIntegratedClassifier, self).__init__() + super().__init__(model, class_names, interface_options, identifier) self.model = model self.class_names = class_names self.identifier = identifier @@ -173,54 +174,70 @@ def get_class_facts(self, t1: int, t2: int) -> List[Fact]: facts.append(fact) return facts - def forward(self, x, t1: int = 0, t2: int = 0) -> Tuple[torch.Tensor, torch.Tensor, List[Fact]]: + def _infer(self, x: torch.Tensor) -> torch.Tensor: """ - Forward pass of the model - :param x: Input tensor - :param t1: Start time for the facts - :param t2: End time for the facts - :return: Output tensor + Run the underlying model to get raw logits [N, C]. """ - output = self.model(x) + return self.model(x) - # Convert logits to probabilities assuming a multi-class classification. - probabilities = F.softmax(output, dim=1).squeeze() + def _postprocess(self, raw_output: torch.Tensor) -> torch.Tensor: + """ + raw_output should be a [N, C] logits tensor. Assert C == len(class_names), + then apply softmax over dim=1 → [N, C] probabilities. + """ + logits = raw_output + if logits.dim() != 2 or logits.size(1) != len(self.class_names): + raise ValueError( + f"Expected logits of shape [N, C] with C={len(self.class_names)}, got {tuple(logits.shape)}" + ) + return F.softmax(logits, dim=1) + + def _pred_to_facts( + self, + raw_output: torch.Tensor, + probabilities: torch.Tensor, + t1: int, + t2: int + ) -> List[Fact]: + """ + Given a [N, C] probability tensor, build a flat List[Fact], + using threshold, snap_value, set_lower_bound, set_upper_bound. + Returns N * C facts. + """ opts = self.interface_options + prob = probabilities # [N, C] - # Prepare threshold tensor. - threshold = torch.tensor(opts.threshold, dtype=probabilities.dtype, device=probabilities.device) - condition = probabilities > threshold + # Build a threshold tensor + threshold = torch.tensor(opts.threshold, dtype=prob.dtype, device=prob.device) + condition = prob > threshold # [N, C] boolean mask + # Determine lower/upper for “true” entries if opts.snap_value is not None: - snap_value = torch.tensor(opts.snap_value, dtype=probabilities.dtype, device=probabilities.device) - # For values that pass the threshold: - lower_val = snap_value if opts.set_lower_bound else torch.tensor(0.0, dtype=probabilities.dtype, - device=probabilities.device) - upper_val = snap_value if opts.set_upper_bound else torch.tensor(1.0, dtype=probabilities.dtype, - device=probabilities.device) + snap_val = torch.tensor(opts.snap_value, dtype=prob.dtype, device=prob.device) + lower_if_true = (snap_val if opts.set_lower_bound + else torch.tensor(0.0, dtype=prob.dtype, device=prob.device)) + upper_if_true = (snap_val if opts.set_upper_bound + else torch.tensor(1.0, dtype=prob.dtype, device=prob.device)) else: - # If no snap_value is provided, keep original probabilities for those passing threshold. - lower_val = probabilities if opts.set_lower_bound else torch.zeros_like(probabilities) - upper_val = probabilities if opts.set_upper_bound else torch.ones_like(probabilities) - - # For probabilities that pass the threshold, apply the above; else, bounds are fixed to [0,1]. - lower_bounds = torch.where(condition, lower_val, torch.zeros_like(probabilities)) - upper_bounds = torch.where(condition, upper_val, torch.ones_like(probabilities)) - - # Convert bounds to Python floats for fact creation. - bounds_list = [] - for i in range(len(self.class_names)): - lower = lower_bounds[i].item() - upper = upper_bounds[i].item() - bounds_list.append([lower, upper]) - - # Define time bounds for the facts. - facts = [] - for class_name, bounds in zip(self.class_names, bounds_list): - lower, upper = bounds - fact_str = f'{class_name}({self.identifier}) : [{lower:.3f}, {upper:.3f}]' - fact = Fact(fact_str, name=f'{self.identifier}-{class_name}-fact', start_time=t1, end_time=t2) - facts.append(fact) - - return output, probabilities, facts + lower_if_true = prob if opts.set_lower_bound else torch.zeros_like(prob) + upper_if_true = prob if opts.set_upper_bound else torch.ones_like(prob) + + zeros = torch.zeros_like(prob) + ones = torch.ones_like(prob) + lower_bounds = torch.where(condition, lower_if_true, zeros) # [N, C] + upper_bounds = torch.where(condition, upper_if_true, ones) # [N, C] + + N, C = prob.shape + all_facts: List[Fact] = [] + + for i in range(N): + for j, class_name in enumerate(self.class_names): + lower_val = lower_bounds[i, j].item() + upper_val = upper_bounds[i, j].item() + fact_str = f"{class_name}({self.identifier}) : [{lower_val:.3f}, {upper_val:.3f}]" + fact_name = f"{self.identifier}-{class_name}-fact" + f = Fact(fact_str, name=fact_name, start_time=t1, end_time=t2) + all_facts.append(f) + + return all_facts From 84403fbad7254bdf27545e1da5cb177636835cc1 Mon Sep 17 00:00:00 2001 From: ColtonPayne <72282946+ColtonPayne@users.noreply.github.com> Date: Wed, 4 Jun 2025 11:33:03 -0400 Subject: [PATCH 04/15] Initial Commit --- examples/blackjack.py | 231 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 231 insertions(+) create mode 100644 examples/blackjack.py diff --git a/examples/blackjack.py b/examples/blackjack.py new file mode 100644 index 00000000..c40bdca1 --- /dev/null +++ b/examples/blackjack.py @@ -0,0 +1,231 @@ +from pathlib import Path +import random +import sys +import os +import networkx as nx +import numba +import cv2 +import torch +from ultralytics import YOLO +sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '../..'))) +from pyreason.scripts.learning.classification.temporal_classifier import TemporalLogicIntegratedClassifier +from pyreason.scripts.facts.fact import Fact +from pyreason.scripts.learning.utils.model_interface import ModelInterfaceOptions +from pyreason.scripts.rules.rule import Rule +from pyreason.pyreason import _Settings as Settings, reason, reset_settings, get_rule_trace, add_fact, add_rule, load_graph, save_rule_trace, get_time, Query, add_annotation_function + +class Probability_Tensor(): + def __init__(self, + label, + probability_val, + dtype = torch.float32, + device=torch.device("cpu") + ): + probabilities = torch.tensor([probability_val], dtype=dtype, device=device) + self.tensor = probabilities + self.label = label + + +card_names = ["a", "2", "3", "4", "5", "6", "7", "8", "9", "10", + "J", "Q", "K"] + +card_suits = ["h", "d", "c", "s"] + +deck_list = [] + +model = YOLO('/Users/coltonpayne/dyuman-pyreason/pyreason/pyreason/train56/weights/best.pt') +training_images_dir = "/Users/coltonpayne/dyuman-pyreason/pyreason/examples/images/cards" + + +def draw_random_card(): + image_path = random.choice(list(Path(training_images_dir).glob("*"))) + print("Path: ", image_path) + image = cv2.imread(image_path) + + # resized_image = cv2.resize(image, (640, 640)) # Direct resize + # normalized_image = resized_image / 255.0 # Normalize + result_predict = model.predict(source = image, imgsz=(640), conf=0.5) #the default image size + + result = result_predict[0] # Get the first result from the prediction + box = result.boxes[0] # Get the first bounding box from the result + label_id = int(box.cls) + confidence = float(box.conf) + label_name = result.names[label_id] # Get the label name from the names dictionary + print(f"Predicted label: {label_name}, Confidence: {confidence:.2f}") + card_prob_object = Probability_Tensor(label_name, confidence) + return card_prob_object + +interface_options = ModelInterfaceOptions( + threshold=0.5, + set_lower_bound=True, + set_upper_bound=False, + snap_value=1.0 +) + +card_drawn_object = TemporalLogicIntegratedClassifier( + model, + class_names=card_names, + identifier="card_drawn", + interface_options=interface_options, + poll_interval=None, # No polling, we will draw a card manually + input_fn=draw_random_card +) + +draw_random_card() +PLAYER_CARD_1 = "10s" +PLAYER_CARD_2 = "8s" +DEALER_CARD_1 = "Ks" + +CARD_VALUES = { + "A": 1, + "2": 2, + "3": 3, + "4": 4, + "5": 5, + "6": 6, + "7": 7, + "8": 8, + "9": 9, + "10": 10, + "J": 10, + "Q": 10, + "K": 10 +} + +# To keep track of player and dealer points, we are going to set the +# lower bound of the holds_card confidence interval to (card_value/10 - assuming ace is 1) +def add_player_holds_card_fact(card_name, timestep): + # Strip away the suit, which is the last character + card_value = CARD_VALUES[card_name[:-1]] + lower_bound = card_value / 10 + add_fact(Fact(f"player_holds({card_name}, player_hand): [{lower_bound}, {1}]", "player_holds_fact", start_time=timestep, end_time=timestep)) + add_not_dealer_holds_card_fact(card_name, timestep) + add_not_deck_holds_fact(card_name, timestep) + +def add_dealer_holds_card_fact(card_name, timestep): + # Only send the name of the card to the function which is to the left of the underscore + card_value = CARD_VALUES[card_name[:-1]] + lower_bound = card_value / 10 + add_fact(Fact(f"dealer_holds({card_name}, dealer_hand): [{lower_bound}, {1}]", "dealer_holds_fact", start_time=timestep, end_time=timestep)) + add_not_player_holds_card_fact(card_name, timestep) + add_not_deck_holds_fact(card_name, timestep) + +def add_deck_holds_fact(card_name, timestep): + card_value = CARD_VALUES[card_name[:-1]] + lower_bound = card_value / 10 + add_fact(Fact(f"deck_holds({card_name}, remaining_deck): [{lower_bound}, {1}]", "deck_holds_fact", start_time=timestep, end_time=timestep)) + add_not_dealer_holds_card_fact(card_name, timestep) + add_not_player_holds_card_fact(card_name, timestep) + +def add_not_player_holds_card_fact(card_name, timestep): + add_fact(Fact(f"~player_holds({card_name}, player_hand)", "not_player_holds_fact", start_time=timestep, end_time=timestep)) + +def add_not_dealer_holds_card_fact(card_name, timestep): + add_fact(Fact(f"~dealer_holds({card_name}, dealer_hand)", "not_dealer_holds_fact", start_time=timestep, end_time=timestep)) + +def add_not_deck_holds_fact(card_name, timestep): + add_fact(Fact(f"~deck_holds({card_name}, remaining_deck)", "not_deck_holds_fact", start_time=timestep, end_time=timestep)) + +g = nx.DiGraph() +g.add_node("player_hand") +g.add_node("dealer_hand") +g.add_node("remaining_deck") + +for card in card_suits: + for name in card_names: + card_name = f"{name}_{card}" + g.add_node(card_name) + if card_name != PLAYER_CARD_1 and card_name != PLAYER_CARD_2 and card_name != DEALER_CARD_1: + deck_list.append(card_name) + else: + print(f"Excluding card {card_name} from deck.") + +load_graph(g) + +@numba.njit +def init_hand_annotation_fn(annotations, weights): + """ + Calculate the value of a player based on their attributes. + """ + #print("Annotations: ", annotations) + #print("Annotations [0]: ", annotations[0]) + player_card_value_list = [] + row = annotations[0] + for i in range(len(row)): + # This gets the first item in this numpy object + card_value = row[i].l * 10 + #print("Card Value: ", card_value) + player_card_value_list.append(card_value) + + # Account for the fact that an ace can be 1 or 11 + # We count them last and value them at 11 if the + player_card_value_list.sort(reverse=True) + ace_count = player_card_value_list.count(1) + player_hand_point_total = 0 + for point_val in player_card_value_list: + # If you have a nine and two aces, you can only count one ace as 11 + if point_val == 1 and player_hand_point_total <= 10 - ace_count + 1: + player_hand_point_total += 11 + else: + player_hand_point_total += point_val + ace_count -= 1 + + #print("Total points: ", player_hand_point_total) + player_bust_odds = min(1, player_hand_point_total / 22) + return player_bust_odds, 1 + +@numba.njit +def hand_percent_to_busting_annotation_fn(annotations, weights): + """ + Calculate the odds of a player busting based on their hand and the remaining deck. + """ + #print("Annotations: ", annotations) + current_bust_percent = annotations[0][0].l + #print("Current Bust Percent: ", current_bust_percent) + player_point_total = current_bust_percent * 22 + #print("Player points: ", player_point_total) + total_bust_cards = 0 + row = annotations[1] + for i in range(len(row)): + # This gets the first item in this numpy object + card_value = row[i].l * 10 + if card_value + player_point_total >= 22: + total_bust_cards += 1 + + # print("Total Bust Cards: ", total_bust_cards) + # print("Total cards in deck: ", len(row)) + bust_odds = total_bust_cards / len(row) + print("Odds of busting: ", bust_odds) + + return bust_odds, 1 + + +add_annotation_function(init_hand_annotation_fn) +add_annotation_function(hand_percent_to_busting_annotation_fn) + +add_player_holds_card_fact(PLAYER_CARD_1, 0) +add_player_holds_card_fact(PLAYER_CARD_2, 0) +add_dealer_holds_card_fact(DEALER_CARD_1, 0) +add_deck_holds_fact("Ac", 0) +add_deck_holds_fact("5c", 0) + + +# Init Player Percent to bust and Player odds of busting +add_rule(Rule("player_hand_percent_to_busting(player_hand) : init_hand_annotation_fn <-0 player_holds(card, player_hand):[0.1,1]", "player_bust_percent_rule")) +add_rule(Rule("player_odds_of_busting(player_hand) : hand_percent_to_busting_annotation_fn <-0 player_hand_percent_to_busting(player_hand):[0,1], deck_holds(card, remaining_deck):[0.1,1]", "bust_odds_rule")) + +max_iters = 2 +for blackjack_iter in range(max_iters): + settings = Settings + settings.atom_trace = True + settings.verbose = False + # if blackjack_iter == 1: + # print("Drawing Random Card...") + # #drawn_card = draw_random_card() + # add_player_holds_card_fact("2h") + again = False if blackjack_iter == 0 else True + interpretation = reason(timesteps=2, again=again, restart=False) + print(f"\n=== Reasoning for Blackjack Iteration: {blackjack_iter} ===") + trace = get_rule_trace(interpretation) + print(f"RULE TRACE: \n\n{trace[0]}\n") + save_rule_trace(interpretation) \ No newline at end of file From 30b84e07c497378477014628472c806d9e8d812b Mon Sep 17 00:00:00 2001 From: ColtonPayne <72282946+ColtonPayne@users.noreply.github.com> Date: Wed, 4 Jun 2025 11:34:57 -0400 Subject: [PATCH 05/15] Add images --- examples/images/cards/ace_clubs.png | Bin 0 -> 1221 bytes examples/images/cards/five_clubs.jpg | Bin 0 -> 59738 bytes examples/images/fish_1.jpeg | Bin 0 -> 6696 bytes examples/images/fish_2.jpeg | Bin 0 -> 17610 bytes examples/images/shark_1.jpeg | Bin 0 -> 5284 bytes examples/images/shark_2.jpeg | Bin 0 -> 7905 bytes examples/images/shark_3.jpeg | Bin 0 -> 6529 bytes examples/images/unused_cards/four_clubs.jpeg | Bin 0 -> 5299 bytes examples/images/unused_cards/jack_clubs.jpg | Bin 0 -> 37296 bytes examples/images/unused_cards/three_clubs.jpeg | Bin 0 -> 4305 bytes examples/images/unused_cards/two_clubs.jpeg | Bin 0 -> 5509 bytes 11 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 examples/images/cards/ace_clubs.png create mode 100644 examples/images/cards/five_clubs.jpg create mode 100644 examples/images/fish_1.jpeg create mode 100644 examples/images/fish_2.jpeg create mode 100644 examples/images/shark_1.jpeg create mode 100644 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z&?G;VEtEJ%R@v=FrD4Y=iTc}DejS4RyknGnlY~U{^lV;ZZ{pYp Date: Wed, 4 Jun 2025 11:35:56 -0400 Subject: [PATCH 06/15] Add custom model training --- .DS_Store | Bin 0 -> 6148 bytes .vscode/launch.json | 18 +++ examples/.DS_Store | Bin 0 -> 8196 bytes pyreason/train56/F1_curve.png | Bin 0 -> 653859 bytes pyreason/train56/PR_curve.png | Bin 0 -> 361894 bytes pyreason/train56/P_curve.png | Bin 0 -> 499566 bytes pyreason/train56/R_curve.png | Bin 0 -> 550908 bytes pyreason/train56/args.yaml | 105 ++++++++++++++++++ pyreason/train56/confusion_matrix.png | Bin 0 -> 203201 bytes .../train56/confusion_matrix_normalized.png | Bin 0 -> 193725 bytes pyreason/train56/labels.jpg | Bin 0 -> 171274 bytes pyreason/train56/labels_correlogram.jpg | Bin 0 -> 264013 bytes pyreason/train56/results.csv | 11 ++ pyreason/train56/results.png | Bin 0 -> 262304 bytes pyreason/train56/train_batch0.jpg | Bin 0 -> 538513 bytes pyreason/train56/train_batch1.jpg | Bin 0 -> 573920 bytes pyreason/train56/train_batch2.jpg | 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