iammees's Stars
QuantEcon/QuantEcon.py
A community based Python library for quantitative economics
rmcelreath/stat_rethinking_2023
Statistical Rethinking Course for Jan-Mar 2023
BCG-X-Official/facet
Human-explainable AI.
UKPLab/sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
simonw/shot-scraper
A command-line utility for taking automated screenshots of websites
facebookresearch/faiss
A library for efficient similarity search and clustering of dense vectors.
deepset-ai/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
scikit-learn-contrib/sklearn-pandas
Pandas integration with sklearn
scikit-learn-contrib/imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Farama-Foundation/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
aerdem4/lofo-importance
Leave One Feature Out Importance
huggingface/accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
fastapi/fastapi
FastAPI framework, high performance, easy to learn, fast to code, ready for production
astral-sh/ruff
An extremely fast Python linter and code formatter, written in Rust.
hgrecco/pint
Operate and manipulate physical quantities in Python
albumentations-team/albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
scikit-optimize/scikit-optimize
Sequential model-based optimization with a `scipy.optimize` interface
predict-idlab/powershap
A power-full Shapley feature selection method.
Ekeany/Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
scikit-multilearn/scikit-multilearn
A scikit-learn based module for multi-label et. al. classification
facebookresearch/ReAgent
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
facebookresearch/balance
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
google-research/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
jdb78/pytorch-forecasting
Time series forecasting with PyTorch
pola-rs/polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
scikit-learn-contrib/MAPIE
A scikit-learn-compatible module to estimate prediction intervals and control risks based on conformal predictions.
unit8co/darts
A python library for user-friendly forecasting and anomaly detection on time series.
autogluon/autogluon
Fast and Accurate ML in 3 Lines of Code
gragland/chatgpt-chrome-extension
A ChatGPT Chrome extension. Integrates ChatGPT into every text box on the internet.
openai/openai-cookbook
Examples and guides for using the OpenAI API