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anomaly_detection

Multivariate Gaussian algorithm applied to sklearn synthetic dataset

bank_app_cpp

A simple client / server bank application written in C++

dqn_cartpole

Using DQN in CartPole environment

dqn_implementation

Implementation of DQN as specified in Human Level Control Through Deep Reinforcement Learning

exploring_machine_translation

Exploring neural machine translation with pytorch. LSTM RNN and RNNsearch implementations.

fastai

The fast.ai deep learning library, lessons, and tutorials

haskell_chat_server

Simple chat server written in Haskell

humpback_whale_fastai

Implementing model for Kaggle Humpback Whale Identification Challenge

journal

Journal desktop application in Java.

k-means

Simple k-means implementation using numpy

neural_networks_internal_representations

Analysis of internal representations of deep neural networks

paper_summaries

Short summaries of research papers I've read.

parczech_speech_lengths

Compute speech lengths of members of parliament.

prirodou-inspirovane-algoritmy

resnet_mnist

ResNet image classifier using PyTorch used on MNIST dataset

room-model

2D room modelling with Haskell and Scotty API

routing_discrete_simulation

Discrete simulation of routing in C# with Windows Forms App GUI.

rpi_weather

Weather API for Raspberry Pi

sent_analysis_women_clothing

Sentiment analysis using fast.ai library.

simple_image_classification

Image classification on self-made dataset using pretrained networks.

text

Data loaders and abstractions for text and NLP