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Kumar R.'s Projects

lstm icon lstm

Paper implementation for Long short term memory.

lstmq icon lstmq

All lstm related projects in q/KDB+

mingpt icon mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

molecule-autoencoder icon molecule-autoencoder

A project to enable optimization of molecules by transforming them to and from a continuous representation.

mscred icon mscred

Multi-Scale Convolutional Recurrent Encoder-Decoder

multi-task-nlp icon multi-task-nlp

multi_task_NLP is a utility toolkit enabling NLP developers to easily train and infer a single model for multiple tasks.

nuwa-pytorch icon nuwa-pytorch

Implementation of NÜWA, state of the art attention network for text to video synthesis, in Pytorch

oddt icon oddt

Open Drug Discovery Toolkit

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

q4q icon q4q

Source Code for "Q for Quants"

qfintk icon qfintk

Financial Engineering and Computational Finance code in q/KDB+

qmltk icon qmltk

Machine learning toolkit in q

qtips icon qtips

Source files for "Q Tips: Fast, Scalable and Maintainable Kdb+"

quantq icon quantq

The repository for the Machine Learning and Big Data with kdb+/q book by Novotny et al.

ref icon ref

unofficial k reference

reinforcejs icon reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reuters-full-data-set icon reuters-full-data-set

Full dataset of Reuters composed of 8,551,441 news titles, links and timestamps (Jan 2007 - Aug 2016).

rgn icon rgn

Recurrent Geometric Networks for end-to-end differentiable learning of protein structure

seqvec icon seqvec

Modelling the Language of Life - Deep Learning Protein Sequences

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