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dcgan_code

Deep Convolutional Generative Adversarial Networks

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-for-causal-inference

Extensive tutorials for learning how to build deep learning models for causal inference using selection on observables in Tensorflow 2.

deep_learning

deepchecks

Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort. See our docs: https://docs.deepchecks.com

deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

detect-it-easy

Program for determining types of files for Windows, Linux and MacOS.

dlwf

Source code for our NDSS'18 paper "Automated Website Fingerprinting through Deep Learning"

echo-state-networks

Echo State Networks with TensorFlow

echotorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch.

ember

entropix

Computing the information content of trained neural networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

exstream

PyTorch implementation of the ExStream method from our ICRA-2019 paper "Memory Efficient Experience Replay for Streaming Learning"

facil

Framework for Analysis of Class-Incremental Learning

federated_adaptation

Salvaging Federated Learning by Local Adaptation

fingerprintability

Source code for the data collection and analysis used in the 'How unique is your onion?' project.

foca

Tool to find metadata and hidden information in the documents.

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans

Generative Adversarial Networks implemented in PyTorch and Tensorflow

gpt-3

GPT-3: Language Models are Few-Shot Learners

gtc2017-numba

Numba tutorial for GTC 2017 conference

homoglyph

horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

incremental_cifar100

Implementation of BI-R in T&E framework.

ipyparallel

Interactive Parallel Computing in Python

jupyter-collection

Collection of Jupyter Notebooks by @fr0gger_

k-fp

Benchmarks for the k-FP WF attack

keras-applications

Reference implementations of popular deep learning models.

leetcode-patterns

A curated list of leetcode questions grouped by their common patterns