Saikiran Kannaiah's starred repositories
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
pytorch-generative-model-collections
Collection of generative models in Pytorch version.
hiddenlayer
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
Deep-Tutorials-for-PyTorch
In-depth tutorials for implementing deep learning models on your own with PyTorch.
Awesome-Interaction-Aware-Trajectory-Prediction
A selection of state-of-the-art research materials on trajectory prediction
livelossplot
Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
Fast-SRGAN
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
deeplearning4nlp-tutorial
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
CS224n-2019-solutions
Complete solutions for Stanford CS224n, winter, 2019
generative-models
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
predrnn-pytorch
Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.
Computer-Vision-Video-Lectures
A curated list of free, high-quality, university-level courses with video lectures related to the field of Computer Vision.
video_prediction
Stochastic Adversarial Video Prediction
argoverse-forecasting
Official Repository for Argoverse Motion Forecasting Baselines
multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
download-celebA-HQ
Python script to download the celebA-HQ dataset from google drive
word2vec-tsne
Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.
Multiple-Object-Forecasting
Multiple Object Forecasting: Predicting Future Object Locations in Diverse Environments. WACV, 2020
argoverse_baselinetracker
Baseline tracker code release for the paper Argoverse: 3D Tracking and Forecasting With Rich Maps, CVPR 2019.
frame-predict-VAE-LSTM
Predicting image frames using autoencoder and LSTM
PredNet_pytorch
A pytorch reimplement of PredNet, which is a deep recurrent convolutional neural network for video prediction and unsupervised learning.
Dynamic-Trajectory-Predictor
Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. IV, 2019
learn_NLP_again
Solutions and algorithms for Speech and Language Processing (3rd ed. draft)
SRIP19_SelfDriving
Multiple driving action prediction model using Faster-RCNN and object-centric network.
word_embeddings_hp
Training and exploring Word2Vec and FastText on Harry Potter books corpus