Chris Hughes's repositories
pytorch-accelerated
A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/
Yolov7-training
A clean, modular implementation of the Yolov7 model family, which uses the official pretrained weights, with utilities for training the model on custom (non-COCO) tasks.
axolotl
Go ahead and axolotl questions
code-with-engineering-playbook
This is the playbook for "code-with" customer or partner engagements
deeplearning_keras2
Modification of fast.ai deep learning course notebooks for usage with Keras 2 and Python 3.
DeployDLKubeflowAKS
Deploying CNN using Kubeflow on Azure Kubernetes Service
lost-in-the-middle
Code and data for "Lost in the Middle: How Language Models Use Long Contexts"
mlflow
Open source platform for the machine learning lifecycle
Swin-Transformer-Object-Detection
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and Instance Segmentation.
the-algorithm-ml
Source code for Twitter's Recommendation Algorithm
yolov7
Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors