Akhilesh Gotmare's repositories
Green_cabs
Some basic statistical analysis performed on an interesting dataset from New York city's cab rides.
ml-course-project1
Codes and material for project 1 of ML course
ml-course-project2
Submissions for project 2 of CS 433: Machine Learning at EPFL
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
1-billion-word-language-modeling-benchmark
Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark
ADA_Homework
Homework submissions for course Applied Data Analysis at EPFL by Dr. Michele Catasta (http://ada.epfl.ch/)
ADA_project
Analysis of Amazon Reviews for Swiss products
akhileshgotmare.github.io
personal website
sgdr
Training ResNet architectures using SGDR for CIFAR10 image classification
algorithms-implementation
basic algorithms in python that are typically taught in CS undergraduate programs.
awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
image_classification
Image Classification using Deep Learning and WTA Hashing
locating_dnn_failure
Using empirical tools like CCA to analyse how activations behave for adversarially perturbed examples
Megatron-LM
Ongoing research training transformer language models at scale, including: BERT & GPT-2
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch-pretrained-BERT
đź“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
RAdam
On the Variance of the Adaptive Learning Rate and Beyond