Akash's starred repositories
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
cnn-benchmarks
Benchmarks for popular CNN models
temperature_scaling
A simple way to calibrate your neural network.
ssds.pytorch
Repository for Single Shot MultiBox Detector and its variants, implemented with pytorch, python3.
Faster_RCNN_for_DOTA
Code used for training Faster R-CNN on DOTA
extension-ffi
Examples of C extensions for PyTorch
Harvard-Robust-Machine-Learning
Repository for CS282R: Robust Machine Learning at Harvard University.
NeuralProcesses
Neural Processes implementation for 1D regression
Deep-Learning-from-Scratch
Implenting DL modules from scratch