ashok-arjun Goto Github PK

abstract-reasoning-matrices

Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillicrap), ICML2018

adaptive-quantization-modules

Code for "Online Learned Continual Compression with Adaptive Quantization Modules"

adaptivewingloss

[ICCV 2019] Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression - Official Implementation

advertorch

A Toolbox for Adversarial Robustness Research

aim-fewshot-continual

all-about-ai-residency

AI residency programs information

annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

ashok-arjun.github.io

autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

automatic-flappy-bird

An attempt to make the computer play the flappy bird game, using neural nets and genetic algorithms.

av-sync

Python implementation of the paper " Dynamic Temporal Alignment of Speech to Lips"

avalanche

Avalanche: an End-to-End Library for Continual Learning.

awesome-ai-residency

List of AI Residency Programs

awesome-incremental-learning

Awesome Incremental Learning

awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-sketch-based-applications

:books: A collection of sketch based application papers.

awesome-talking-face

📖 A curated list of resources dedicated to talking face.

basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

berkeley-deep-rl-course

Assignments for CS294-112.

bias_aware_neural_ranking

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

busylancer

Busylancer, a freelance job portal, developed using PHP and MySQL. Freelancers can bid for jobs posted by hiring managers of various companies. The job is then given to a freelancer by the hiring manager. Companies can also contract freelancers for a period of time.

canteen-management-system

C++ program to implement canteen management system, with MySQL database as the backend.

cifar2png

Convert CIFAR-10 and CIFAR-100 datasets into PNG images

closerlookfewshot

source code to ICLR'19, 'A Closer Look at Few-shot Classification'

clr

cn-dpm

Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."

cnn-explainer

Techniques for interpreting ConvNets