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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

automatic-differentiation

an automatic differentiation companion notebook

conciseml

Collection for overly short, but still functioning, algorithms and code snippets

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

decisiontrees

Decision Trees and Random Forests from the ground up

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

diffusion

Everything related to diffusion models!

guidance

A guidance language for controlling large language models.

ionictests

jmkernes.github.io

personal webpage

locality-sensitive-hashing-tutorial

A tutorial on locality sensitive hashing, using MinHashing for document similarity and CosineSimilarity for Euclidean space similarity.

lstm-rnn-in-numpy

Implementation of long-short term memory recurrent neural network using only numpy

maml

par-transformer-xl

An implementation of the Pay Attention when Required transformer: https://arxiv.org/pdf/2009.04534.pdf

rwkv.cpp

INT4 and FP16 inference on CPU for RWKV language model

sentencepiece-from-scratch

We reconstruct the SentencePiece algorithm in python.

shakespeare-translator

Dost thou readeth thine description? An English->Shakespearian translator in TensorFlow 2.0+

spectral-normalized-gaussian-process

This is a fully functioning implementation of the Spectral Normalized Gaussian Process in PyTorch.

tf-like-framework

A reconstruction of bare bones TensorFlow 1

word2vec

Implementation of the paper "Distributed representation of words and phrases and their compositionality": https://arxiv.org/pdf/1310.4546.pdf