mkliment

python-patterns

A collection of design patterns/idioms in Python

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

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.

magenta

Magenta: Music and Art Generation with Machine Intelligence

mlflow

Open source platform for the machine learning lifecycle

nlp_course

YSDA course in Natural Language Processing

dbt-core

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

awesome-scala

A community driven list of useful Scala libraries, frameworks and software.

py-faster-rcnn

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

deep-learning-models

Keras code and weights files for popular deep learning models.

Practical_RL

A course in reinforcement learning in the wild

awesome-dataviz

:chart_with_upwards_trend: A curated list of awesome data visualization libraries and resources.

deep-learning-papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

awesome-dbt

A curated list of awesome dbt resources

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

write-rnn-tensorflow

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

astronomer

Helm Charts for the Astronomer Platform, Apache Airflow as a Service on Kubernetes

bahir

Mirror of Apache Bahir

spark-notes

tensorflow-multi-dimensional-lstm

Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

keras-seq2seq-example

Toy Keras implementation of a seq2seq model with examples.

advanced-deep-learning-keras

File repository for the course [Advanced Deep Learning with Keras]. Packt Publishing.

dbt-graph-theory

A dbt package designed to help SQL based analysis of graphs

wavenet

A general TensorFlow implementation of the Wavenet network to be used to model long term sequences with less trainable parameters.

py-kaldi-asr

Some simple wrappers around kaldi-asr intended to make using kaldi's (online) decoders as convenient as possible.

Technical-Analysis

Technical Analysis Tool based on TA Lib

neural-probability-dist-sampler

Training a network to sample from any probability distributions such as exponential distribution.

k8s_handbook

CallDetailRecordAnalysis

Find out top 10 customers facing frequent call drops using Spark & Scala