John Pertoft's repositories
spherical-hashing
A Tensorflow 2 implementation of Spherical Hashing
relation-networks
Tensorflow implementation of Relation Networks
ml-papers-and-summaries
Summaries of machine learning papers and some more established concepts, mostly for use in paper reading groups etc.
noise2noise
Noise2Noise implementation
alphacodium-dspy
An implementation of AlphaCodium using DSPy
llm-inference-benchmark
Comparing inference frameworks for LLMs
paper-implementations
Implementations of machine learning papers
pytorch-project-template
Template for a pytorch project
strava-things
Strava things
locality-aware-nms
Locality Aware NMS as custom Tensorflow OP
accelerate
🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision
AITemplate
AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.
DPC
Video Representation Learning by Dense Predictive Coding. Tengda Han, Weidi Xie, Andrew Zisserman.
evaluate
🤗 Evaluate: A library for easily evaluating machine learning models and datasets.
experiment-framework
Small framework for easily running experiments using Tensorflow.
gradio
Create UIs for your machine learning model in Python in 3 minutes
johnPertoft.github.io
https://johnpertoft.github.io/
llm-shader-toy
Write webgl shaders with LLMs
nlp-inference-benchmark
Trying some different inference frameworks for text generation tasks
rust-bert
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
scripts-and-dotfiles
Some scripts and dotfiles
tensorflow
Computation using data flow graphs for scalable machine learning
tfx
TFX is an end-to-end platform for deploying production ML pipelines
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.