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Machine Learning

670 projects

Showing 36 of 601 projects

Hands-on LLMs: Train and Deploy a Real-time Financial Advisor
Hands-on LLMs: Train and Deploy a Real-time Financial AdvisorJupyter Notebook

A free course teaching how to design, train, and deploy a production-ready real-time financial advisor LLM system using RAG and LLMOps.

#financial-ai#llmops#fine-tuning
Stars3.4k
Forks550
Last commit
Data Science
Data Science

A curated list of Python software for data science, covering machine learning, deep learning, visualization, and data manipulation.

#data-science#deep-learning#awesome-list
Stars3.4k
Forks436
Last commit10 days ago
RDKit
RDKitHTML

A collection of cheminformatics and machine-learning software for molecular informatics, written in C++ with Python wrappers.

#cheminformatics#python-library#chemical-informatics
Stars3.4k
Forks1.0k
Last commit5 days ago
OP Vault ChatGPT
OP Vault ChatGPTJavaScript

Give ChatGPT long-term memory by uploading custom knowledge base files (PDF, txt, epub) and asking questions via a React frontend.

#openai#question-answering#vector-database
Stars3.4k
Forks301
Last commit9 months ago
PettingZoo
PettingZooPython

A Python library providing a standardized API for multi-agent reinforcement learning environments with diverse reference games.

#research-tool#openai-gym-compatible#multi-agent-reinforcement-learning
Stars3.4k
Forks482
Last commit
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusing
Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusingPython

A PyTorch framework for deep learning research and development, focusing on reproducibility and rapid experimentation.

#model-training#deep-learning#automl
Stars3.4k
Forks400
Last commit
OpenFold
OpenFoldPython

A trainable, memory-efficient PyTorch reproduction of AlphaFold 2 for protein structure prediction.

#alphafold2#protein-structure#deep-learning
Stars3.3k
Forks670
Last commit4 months ago
Tensorforce
TensorforcePython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#system-control#applied-ai#deep-learning
Stars3.3k
Forks525
Last commit1 year ago
TensorForce - A TensorFlow library for applied reinforcement learning
TensorForce - A TensorFlow library for applied reinforcement learningPython

A modular TensorFlow library for applied reinforcement learning with a focus on flexible design and practical usability.

#research-tool#system-control#python-library
Stars3.3k
Forks525
Last commit
PyBroker
PyBrokerPython

A Python framework for developing and backtesting algorithmic trading strategies with machine learning.

#ai#trading#backtesting
Stars3.3k
Forks419
Last commit3 days ago
NLP Roadmap
NLP Roadmap

A visual roadmap and keyword mind map for students learning Natural Language Processing, from basics to SOTA models.

#roadmap#keyword#data-science
Stars3.3k
Forks516
Last commit6 years ago
pgmpy
pgmpyPython

A Python toolkit for causal and probabilistic reasoning using graphical models like Bayesian Networks and Structural Equation Models.

#causal-identification#bayesian-networks#simulation
Stars3.3k
Forks1.1k
Last commit1 day ago
DDSP
DDSPPython

A library of differentiable digital signal processing functions for interpretable audio synthesis in deep learning models.

#audio-synthesis#timbre-transfer#deep-learning
Stars3.3k
Forks381
Last commit1 month ago
mljar-supervised
mljar-supervisedPython

An Automated Machine Learning Python package for tabular data with feature engineering, hyperparameter tuning, explanations, and automatic documentation.

#fairness-ml#ensemble-learning#random-forest
Stars3.3k
Forks433
Last commit
highway-env
highway-envPython

A collection of minimalist Gymnasium environments for autonomous driving decision-making and reinforcement learning research.

#robotics#autonomous-driving#gymnasium
Stars3.2k
Forks871
Last commit16 days ago
Determined
DeterminedGo

An open-source machine learning platform for distributed training, hyperparameter tuning, experiment tracking, and resource management.

#distributed-training#hyperparameter-optimization#hyperparameter-tuning
Stars3.2k
Forks371
Last commit
Haiku
HaikuPython

A JAX-based neural network library that provides a simple, object-oriented programming model for building and training models.

#jax#python-library#deep-learning
Stars3.2k
Forks285
Last commit1 day ago
captcha_trainer
captcha_trainerPython

A deep learning framework for training image classification models to solve complex captcha and OCR tasks.

#deep-learning#captcha-recognition#cnn
Stars3.2k
Forks824
Last commit5 months ago
shapash
shapashJupyter Notebook

A Python library that makes machine learning models interpretable and transparent through user-friendly visualizations and a web application.

#shap#python-library#explainability
Stars3.2k
Forks375
Last commit6 days ago
pennylane
pennylanePython

An open-source Python library for quantum computing, quantum machine learning, and quantum chemistry.

#quantum#neural-network#python-library
Stars3.2k
Forks770
Last commit1 day ago
PennyLane
PennyLanePython

A cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

#quantum#quantum-hardware-integration#neural-network
Stars3.2k
Forks770
Last commit1 day ago
PennyLane
PennyLanePython

A cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry.

#research-tool#quantum#neural-network
Stars3.2k
Forks770
Last commit1 day ago
TensorFlowSharp
TensorFlowSharpC#

A .NET binding to the TensorFlow C API for running existing machine learning models in C# and F#.

#xamarin#mono#f-sharp
Stars3.2k
Forks567
Last commit2 years ago
tslearn
tslearnPython

A Python machine learning toolkit for time series analysis with scikit-learn compatible API.

#python-library#data-science#machine-learning-algorithms
Stars3.1k
Forks371
Last commit1 day ago
TRFL
TRFLPython

A TensorFlow library providing building blocks for implementing Reinforcement Learning agents.

#deep-learning#rl-agents#tensorflow
Stars3.1k
Forks384
Last commit3 years ago
BRAX
BRAXJupyter Notebook

A fast, differentiable physics engine built with JAX for massively parallel rigid body simulation on accelerator hardware.

#robotics#research-tool#jax
Stars3.1k
Forks338
Last commit24 days ago
Awesome OCR
Awesome OCR

A curated list of awesome open-source OCR software, libraries, datasets, and literature.

#text-extraction#open-source#historical-documents
Stars3.1k
Forks369
Last commit1 year ago
xLearn
xLearnC++

A high-performance, easy-to-use, and scalable machine learning package for linear models, factorization machines, and field-aware factorization machines.

#ffm#high-performance#python-library
Stars3.1k
Forks515
Last commit2 years ago
SweetViz
SweetVizPython

A Python library for automated exploratory data analysis (EDA) with high-density visualizations and target analysis in two lines of code.

#statistical-analysis#data-science#automated-reporting
Stars3.1k
Forks289
Last commit12 days ago
shogun
shogunC++

A unified and efficient machine learning toolbox with C++ core and multi-language interfaces, developed since 1999.

#multi-language#research-tool#data-science
Stars3.1k
Forks1.0k
Last commit2 years ago
rust-bert
rust-bertRust

A Rust-native port of Hugging Face Transformers providing ready-to-use NLP pipelines and transformer models like BERT, GPT2, and T5.

#transformer#transformer-models#deep-learning
Stars3.1k
Forks245
Last commit3 months ago
Awesome Image Classification
Awesome Image Classification

A curated list of deep learning image classification papers and their code implementations since 2014.

#research-papers#deep-learning#papers
Stars3.1k
Forks611
Last commit4 years ago
StellarGraph
StellarGraphPython

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

#networkx#graph-neural-networks#node-classification
Stars3.1k
Forks439
Last commit
Ensemble-Strategy
Ensemble-StrategyPython

An AI-native modular infrastructure for quantitative trading, featuring a weight-centric architecture for building, testing, and deploying algorithmic strategies.

#backtesting#algorithmic-trading#finrl
Stars3.0k
Forks944
Last commit
tf-agents
tf-agentsPython

A TensorFlow library for implementing, deploying, and testing Contextual Bandits and Reinforcement Learning algorithms.

#python-library#contextual-bandits#deep-learning
Stars3.0k
Forks747
Last commit3 months ago
stats
statsGo

A comprehensive, dependency-free statistics library for Go with extensive mathematical functions and thorough testing.

#regression-analysis#mathematics#statistics
Stars3.0k
Forks172
Last commit11 days ago
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