1202kbs

Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

Rectified-Gradient

Official repository for "Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps".

GCTM

Official PyTorch implementation of "Generalized Consistency Trajectory Models for Image Manipulation"

Robustness-and-Interpretability

Official repository for "Bridging Adversarial Robustness and Gradient Interpretability".

DMCMC

Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models", ICML 2023 Oral Paper

MemN2N-Tensorflow

Implementation of End-To-End Memory Networks with Tensorflow for bAbI Dataset

Paper-Review

Reviews of papers on ML, DL, Statistics, Optimization, etc.

EBCLR

Official PyTorch implementation of "Energy-Based Contrastive Learning of Visual Representations", NeurIPS 2022 Oral Paper

Generative-Adversarial-Text-to-Image-Synthesis-Tensorflow

Tensorflow implementation of Generative Adversarial Text to Image Synthesis for MNIST handwritten digit dataset

InfoGAN-Tensorflow

Implementation of InfoGAN in Tensorflow for MNIST handwritten digit dataset

object-detection-api-wrapper

Simple wrapper for Google Object Detection API

Gaussian-Process

Numpy implementation of "Gaussian Processes for Machine Learning", Chapters 2.1 and 2.2

HMM

A java library for Hidden Markov Models

LSTM

Annotated_MNIST

Thickness and skew labeler for MNIST handwritten digit dataset

Tensorflow-Graph-Utils

Simple module for visualizing and editing Tensorflow Graphs in Jupyter Notebook

stackGAN-Tensorflow

Tensorflow implementation of Generative Adversarial Network for MNIST handwritten digit dataset

1202kbs

Config files for my GitHub profile.

1202kbs.github.io

ML and Math Blog

HamiltonPipe

online-neural-style

An Online Implementation of A Neural Algorithm of Artistic Style