haystack by deepset-ai

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.

updated at May 12, 2024, 12:21 a.m.

126 +0

13,805 +71

1,641 +5

dvc by iterative

🦉 ML Experiments and Data Management with Git

updated at May 12, 2024, 12:18 a.m.

140 +0

13,174 +27

1,142 +3

aim by aimhubio

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

updated at May 12, 2024, 12:14 a.m.

43 +0

4,824 +16

287 +1

dedupe by dedupeio

A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

updated at May 11, 2024, 11:55 p.m.

120 +0

3,986 +3

539 +0

detectron2 by facebookresearch

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

updated at May 11, 2024, 11:52 p.m.

384 +0

28,847 +77

7,255 +7

BentoML by bentoml

The most flexible way to serve AI/ML models in production - Build Model Inference Service, LLM APIs, Inference Graph/Pipelines, Compound AI systems, Multi-Modal, RAG as a Service, and more!

updated at May 11, 2024, 10:26 p.m.

73 +0

6,591 +25

741 +2

data-science-ipython-notebooks by donnemartin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

updated at May 11, 2024, 9:54 p.m.

1,619 +0

26,524 +16

7,731 +3

face_recognition by ageitgey

The world's simplest facial recognition api for Python and the command line

updated at May 11, 2024, 9:43 p.m.

1,566 -1

51,916 +90

13,290 +5

tpot by EpistasisLab

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

updated at May 11, 2024, 9:32 p.m.

287 -1

9,517 +10

1,545 +3

catboost by catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

updated at May 11, 2024, 9:22 p.m.

192 +0

7,772 +14

1,148 +1

sympy by sympy

A computer algebra system written in pure Python

updated at May 11, 2024, 9:12 p.m.

295 +0

12,440 +25

4,313 +5

Gymnasium by Farama-Foundation

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

updated at May 11, 2024, 8:35 p.m.

38 +0

5,834 +55

674 +4

dl-translate by xhlulu

Library for translating between 200 languages. Built on 🤗 transformers.

updated at May 11, 2024, 8:14 p.m.

6 +0

406 +5

38 +0

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

updated at May 11, 2024, 7:55 p.m.

280 +0

9,587 +21

2,823 +0

pybroker by edtechre

Algorithmic Trading in Python with Machine Learning

updated at May 11, 2024, 7:50 p.m.

32 +1

1,618 +8

198 +2

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

updated at May 11, 2024, 7:41 p.m.

457 +0

9,607 +2

2,412 +0

pytorch-image-models by huggingface

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

updated at May 11, 2024, 7:14 p.m.

305 +1

29,929 +65

4,577 +6

zipline by quantopian

Zipline, a Pythonic Algorithmic Trading Library

updated at May 11, 2024, 7:07 p.m.

1,005 +0

17,103 +18

4,642 -1

pytesseract by madmaze

A Python wrapper for Google Tesseract

updated at May 11, 2024, 7:03 p.m.

108 +0

5,545 +15

696 +1

ML-From-Scratch by eriklindernoren

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

updated at May 11, 2024, 6:48 p.m.

938 +0

23,218 +20

4,506 -2