Jmkernes's repositories
Locality-sensitive-hashing-tutorial
A tutorial on locality sensitive hashing, using MinHashing for document similarity and CosineSimilarity for Euclidean space similarity.
Automatic-Differentiation
an automatic differentiation companion notebook
PAR-Transformer-XL
An implementation of the Pay Attention when Required transformer: https://arxiv.org/pdf/2009.04534.pdf
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.
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
jmkernes.github.io
personal webpage
LSTM-RNN-in-numpy
Implementation of long-short term memory recurrent neural network using only numpy
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
guidance
A guidance language for controlling large language models.
rwkv.cpp
INT4 and FP16 inference on CPU for RWKV language model
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