Daniel Wiczew's repositories
trashanomaly
Trash anomaly detection using an autoencoder
ClippedNoiseSoftmax
Clipped Noise Softmax to overcome over-fitting with Softmax - PyTorch implementation
manwoman-classifier
A binary man-woman photo classifier based on the deep neural network
AutoMLEvol
Evolutionary AutoML tutorial
agents
TF-Agents is a library for Reinforcement Learning in TensorFlow
anglelayer
The AngleComparison layer is an analogy for angle calculation using cosine formula using inner product. It is used in the case when we use X, Y, Z coordinates and want to include information between the features, but we don't want to do it explicitly.
Attention-for-Tensorflow
Here I store various Attention! codes that I wrote
FunnyResNet
A resnet example for a tutorial on the TowardDataScience
PSnake-activation-function
An extension to the snake activation function - Snake. Here, every input of the layer gets own trained frequency, instead of only one.
deeptime
Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation
graphpca
Python implementation of PCA on graph ECTD
htmd
HTMD: Programming Environment for Molecular Discovery
keras-attention-mechanism
Attention mechanism Implementation for Keras.
LigPrepper
Prepare a 3D SDF file from SMILES for a ligand
myvim
my vim
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.
NOESYtorestrains
Script to create .tbl restrains file using a NOESY data
Openmm2D2WellPotential
2D 2-well potential implementation for OpenMM
Openmm2DFunnelPotential
2D Funnel potential implementation for OpenMM