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02456-deep-learning

Exercises and supplementary material for the deep learning course 02456.

actor-with-variance-estimated-critic

AVEC: Actor with Variance Estimated Critic

adversarially-guided-actor-critic

AGAC: Adversarially Guided Actor-Critic

alpha-zero

alpha-zero-connect4

citygan

Simulating urban land use maps with generative adversarial networks

coinrun

d3rlpy

An offline deep reinforcement learning library

deep-reader-flask-app

[Personal project] Developed in the context of the Oi-X challenge at DTU. Visit the website for more information.

deep-speech

[Academic project] End-to-end Speech Recognition using Connectionist Temporal Classification.

deepspeech.torch

Speech Recognition using DeepSpeech2 network and the CTC activation function.

drqa

Reading Wikipedia to Answer Open-Domain Questions

entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

hpc

Project in High-Performance Computing

jicbioimage.transform

Tool for automated and reproducible bioimage analysis

kaggle-shelter-animal-outcomes

[Project with KAIST] Data Mining Kaggle competition. Best score using xgboost.

machine-translation-tensorflow

Machine Translation for specialized texts using LSTMs.

mango

Question-Answering NLP model with character-level RNN (TensorFlow).

merl

MERL: Multi-Head Reinforcement Learning (TensorFlow).

minigo

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

playaround

project_computational_data_analysis

Links between pharmacy sales, geography and demography with Machine Learning.

project_hand_written_digits_recognition

Machine Learning project in Cognitive Modelling.

project_openinnovationx_challenge

Study project - analyse a text (topic extraction, complexity, meaningful words).

project_word2vec_gensim_spark

Using Word2Vec together with Spark for Natural Language Processing.

pyduckling

pyxley

Python helpers for building dashboards using Flask and React

rasa_nlu

turn natural language into structured data