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100days

100 days of algorithms

action-net

A dataset of images for artificial intelligence models to recognize human actions.

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

bartpy

Bayesian Additive Regression Trees For Python

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

deep-ttf

Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

dfnet

:art: Deep Fusion Network for Image Completion - ACMMM 2019

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

fig

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

geonotebook

A Jupyter notebook extension for geospatial visualization and analysis

gp_regression

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

gprt

Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.

ifcnn

code for "IFCNN: A General Image Fusion Framework Based on Convolutional Neural Network"

imagefusion_pytorch

Infrared and visible image fusion using deep learning framework (Pytorch)

intro-to-mathematical-thinking-files

A file dump of the assignments for Intro to Mathematical Thinking on Coursera. There are no solutions, just the assignments/readings.

kalman-filter-for-sensor-fusion

A Sensor Fusion Algorithm that can predict a State Estimate and Update if it is uncertain

liminwang.github.io

linesegmentsdetection

📐A collection of line segments detection algorithms.

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

maswa

Accelerated algorithms for Multichannel Analysis of Surface Waves (MASW) using MPI and CUDA

missingno

Missing data visualization module for Python.

neural-pde-solver

numerical_linear_algebra_notebooks

IPython notebooks with supplementary material to accompany the textbook by Trefethen & Bau.

open3d-ml

An extension of Open3D to address 3D Machine Learning tasks

paddlegan

PaddlePaddle GAN library, including lots of interesting applications like DeepFake First-Order motion transfer, Mai-ha-hi（蚂蚁呀嘿), faceswap wav2lip, picture repair, image editing, photo2cartoon, image style transfer, and so on.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pybimstab

Application software in Python 3 to evaluate the factor of safety against sliding of slopes made of Blocks-In-Matrix materials.