10-zin

Synthesizer

A PyTorch implementation of the paper - "Synthesizer: Rethinking Self-Attention in Transformer Models"

cpp-micrograd

A c/c++ implementation of micrograd: a tiny autograd engine with neural net on top.

ant-colony-tsp

Python implementation of Travelling Salesman Problem using Ant Colony Optimization with dataset and inferences

Seq2Seq

This repository stores the implementation of various sequence to sequence models using PyTorch

RNNs_Scratch

This repository includes implementation of different recurrent neural networks from scratch.

Action-Motivation-Estimation

Estimating primitive motivation behind well-defined actions using hybrid of knowledge graph and computer vision

10-zin.github.i

10-zin.github.io

sample blog

annotated-qlora

in the works - annotated QLoRA

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

bert-sentiment

binarized-neural-networks

How far can you go on datsets like MNIST with neural nets of 1s and 0s.

binder-playground

An experimental repository for making mybinder work with ines/juniper

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

dongchen-coder.github.io

personal website

first-contributions

🚀 Yet another project to get beginners contributing to open source 🔰

gn_glove

Learning Gender-Neutral Word Embeddings

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

polyglot-micrograd2

A tiny "polyglot" autograd engine and a neural net library on top of it with PyTorch-like API. In C++, Cuda, Rust, Go, Python, JAX, PyTorch, and Keras.

PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

sci-ml-symposium

Website for GaTech Scientific Machine Learning Symposium

scratch-sql-nosql-dbs

A simple codebase for sql and no-sql db. Implements fundamental constituents of each, in a contrasting fashion.

soul-sync

An AI wingman to sync souls for the world

SRILM

Mirror of SRILM

tinygrad

You like pytorch? You like micrograd? You love tinygrad! ❤️

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

trees

A collection of fundamental concepts to grasp trees data structure.

wordle