tsebaka

nano-llama31

nanoGPT style version of Llama 3.1

Efficient-DL-models-Seminars

Efficient DL/ML Models Seminars

Flux.jl

Relax! Flux is the ML library that doesn't make you tensor

em301

em301

pr201

Probability theory and statistics seminars in hse (russian language)

medical-image-report-generation-tools

A collection for LLM and computer vision SOTA solutions

HypEx

Fast and customizable framework for automatic and quick Causal Inference in Python

Py-Boost

Python based GBDT implementation on GPU. Efficient multioutput (multiclass/multilabel/multitask) training

pytorch-lifestream

A library built upon PyTorch for building embeddings on discrete event sequences using self-supervision

Machine-Learning-with-Python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

numpy

The fundamental package for scientific computing with Python.

O-LoRA

llm-zoomcamp

LLM Zoomcamp - a free online course about building a Q&A system

TorchIntegral

Integral Neural Networks in PyTorch

GenerativeRL

Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

CORL

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

mamba-interface

EventStreamGPT

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.

QFormer

The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"

llama-fs

A self-organizing file system with llama 3

kaggle

Transformer-Hawkes-Process

Code for Transformer Hawkes Process, ICML 2020.

yolov10

YOLOv10: Real-Time End-to-End Object Detection

polars

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

Bend

A massively parallel, high-level programming language

graphormer-pyg

Microsoft Graphormer (https://arxiv.org/abs/2106.05234) rewritten in Pytorch-Geometric

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

Lightning-ReLoRA

A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.