1202kbs/Gaussian-Process

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1202kbs/Gaussian-Process

1202kbs

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

Understanding-NN

Tensorflow tutorial for various Deep Neural Network visualization techniques

Jupyter Notebook

Rectified-Gradient

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

Jupyter Notebook

Robustness-and-Interpretability

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

Jupyter Notebook

DMCMC

Official PyTorch implementation of "Denoising MCMC for Accelerating Diffusion-Based Generative Models"

Paper-Review

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

MemN2N-Tensorflow

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

Jupyter Notebook

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

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

object-detection-api-wrapper

Simple wrapper for Google Object Detection API

Jupyter Notebook

InfoGAN-Tensorflow

Implementation of InfoGAN in Tensorflow for MNIST handwritten digit dataset

Jupyter Notebook

EBCLR

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

LSTM

GCTM

Official repository for Generalized Consistency Trajectory Models

HMM

A java library for Hidden Markov Models

Tensorflow-Graph-Utils

Simple module for visualizing and editing Tensorflow Graphs in Jupyter Notebook

Jupyter Notebook

Annotated_MNIST

Thickness and skew labeler for MNIST handwritten digit dataset

Jupyter Notebook

stackGAN-Tensorflow

Tensorflow implementation of Generative Adversarial Network for MNIST handwritten digit dataset

Jupyter Notebook