palexbg's repositories
birdcall
Cornell Birdcall Identification (a Kaggle competition) starter pack
course-v3
The 3rd edition of course.fast.ai
course22
The fast.ai course notebooks
darima
Distributed ARIMA Models
fastai
The fastai deep learning library, plus lessons and tutorials
ffn
ffn - a financial function library for Python
forecasting-with-time-series-imaging
time series forecasting with image
geometry_reconciliation
Talk on the geometry of forecast reconciliation
gratis
GRATIS: GeneRAting TIme Series with diverse and controllable characteristics
iml
iml: interpretable machine learning R package
learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
LLM4TS
Large Language Models for Time Series.
LLMSurvey
A collection of papers and resources related to Large Language Models.
mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
ml_stanford_online_coursera
ml using octave
mlr3
mlr3: Machine Learning in R - next generation
mlrose
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
network-science
Practical assignments for the network science course at HSE, MIPT, MADE
ngboost
Natural Gradient Boosting for Probabilistic Prediction
portfolio_allocation_js
A JavaScript library to allocate and optimize financial portfolios.
portfoliolab
PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.
ProbReco
Package for probabilistic forecast reconciliation via score optimisation
pyAudioAnalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
pyperch
Randomized opt networks with PyTorch
quantile_ensembles
Book chapter on computing quantile forecasts for ensembles
sampleproject
A sample project that exists for PyPUG's "Tutorial on Packaging and Distributing Projects"
transdim
Machine learning for transportation data imputation and prediction.
yolov3-yolov4-matlab
Import and export Darknet™ models within MATLAB deep learning networks.