Nikolai Zakharov's repositories
vae_captioning
Implementation of Diverse and Accurate Image Description Using a Variational Auto-Encoder with an Additive Gaussian Encoding Space
vae_for_text
Tensorflow implementation of Generating Sentences from a Continuous Space
TSP_hopfield
Solving a travel salesman problem using Hopfield Network (course project of Intelligent Control class)
caption-stylenet_tensorflow
Tensorflow implementation of C. Gan, Z. Gan, X. He, J. Gao, and L. Deng, “StyleNet: Generating Attractive Visual Captions with Styles”
neuraltalk2-tensorflow
Inspired by Andrey Karpathy's Neuraltalk 2 VGG16-LSTM image captioning model
caption_style_vae
using SCVAE for generating controllable image descriptions
algorithms_coursera
Learning algorithms
gpt2-shakespeare
Test task for ML startup. Finetuning of GPT-2
mesh_segmentation
Implementation of Katz, Sagi, and Ayellet Tal. "Hierarchical mesh decomposition using fuzzy clustering and cuts." ACM transactions on graphics (TOG) 22.3 (2003): 954-961.
BigTopicModel
Big Topic Model is a fast engine for running large-scale Topic Models.
CarND-LaneLines-P1
Lane Finding Project for Self-Driving Car ND
CarND-Vehicle-Detection
Vehicle Detection Project
CPM-Live
Live Training for Open-source Big Models
dla
Deep learning for audio processing
Duke-Tsinghua-MLSS-2017
Duke-Tsinghua Machine Learning Summer School 2017
intro-to-dl
Resources for "Introduction to Deep Learning" course.
sam_caption
Semantic attribute modeling, used for image captioning (in progress)
super-duper-segmentation
Hierarchical segmentation task
torchcraft-py
Original python wrapper from ali made in python3(though still have zmq related problems)
transformer-playground
Test playground for transformer projects. Main models support. Decoder, encoder and encoder-decoder based transformers.
turbo-alignment
Library for industrial alignment.
visDial.pytorch
visual dialog model in pytorch