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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

biweekly-research-paper-series

(Bi) Weekly Research Paper Series

carnd1-advanced-lane-detection-p4

CarND Advanced Lane Detection. See my demo at https://www.youtube.com/watch?v=ItwgPuQojds&feature=youtu.be

carnd1-behavioral-cloning-p3

Behavioral Cloning. See my results demo at https://youtu.be/YLzhG9FJ-ag

carnd1-lane-lines-detection-p1

Lane Finding Project for Self-Driving Car P1. Wrote by jupyter notebook

carnd1-traffic-sign-classifier-p2

CarND-Traffic-Sign-Classifier

carnd1-vehicle-detection-p5

Vehicle detection, see my video demo at https://www.youtube.com/watch?v=fuuFvu4LfqA

common-tasks

Multiple folders assign labels for data

contrastive_learning_papers

A list of contrastive Learning papers

conversational-ai

Conversational AI Reading Materials

dialogpt

Large-scale pretraining for dialogue

dialogue-gan

Generative Adversarial Network to Develop Synthetic Dialogues

dnld-face-generation-p5

Using generative adversarial networks(GAN) to generate new images of faces based on Large-scale CelebFaces Attributes (CelebA) Dataset

dnld-image-classification-cnn-p2

TensorFlow image classification using Convolutional Neural Network on CIFAR-10 datasets with 60000 images

dnld-neural-network-p1

Build a simple neural network to predict UCI Bike Sharing Dataset

dnld_language_translation-p4

Training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French

dnld_tv_script_generation-p3

Tv_Script_Generation: Generate our own Simpsons Tv Scripts using RNNs based on part of the Simpsons dataset of scripts from 27 seasons

dnnc-few-shot-intent

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference

dstc10_simmc2.0

few-shot-intent-detection

Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

how-to-use-tensorboard

image-linear-classifier-knn-svm

A practice for Knn and Svm

jianguoz

jianguoz.github.io

lavis

LAVIS - A One-stop Library for Language-Vision Intelligence

lenet-written-by-tensorflow

LeNet written by tensorflow 1.0.0. This is a implementation of Convolution Neural Network

my-github-stats

neuraldialog-zsdg

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.