farshidbalan

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

python-patterns

A collection of design patterns/idioms in Python

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

LLM101n

LLM101n: Let's build a Storyteller

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

mercury

Convert Jupyter Notebooks to Web Apps

statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

vizro

Vizro is a toolkit for creating modular data visualization applications.

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

pygraphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

Machine-Learning-for-Algorithmic-Trading-Second-Edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

Modern-Time-Series-Forecasting-with-Python

Modern Time Series Forecasting with Python, published by Packt

Resources-For-CS-Students

A list of resources such as scholarships, fellowships, and mailing list for helping CS students succeed in their career

Neural-Document-Modeling

PyTorch implementations of NVDM, GSM, NTM, NTMR

GNTM