Sheng154

Sheng154's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.2k4581325.8k

• CamDavidsonPilon/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 ;)

  Language:Jupyter Notebook26.8k1.4k2457.9k

• kaixindelele/ChatPaper

  Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

  Language:Python18.5k942181.9k

• pgmpy/pgmpy

  Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

  Language:Python2.7k75902716

• markdregan/Bayesian-Modelling-in-Python

  A python tutorial on bayesian modeling techniques (PyMC3)

  Language:Jupyter Notebook2.5k1617414

• mckinsey/causalnex

  A Python library that helps data scientists to infer causation rather than observing correlation.

  Language:Python2.2k51140258

• joaomlourenco/novathesis

  A LaTeX template for academic monographs (e.g., dissertations and thesis). This template serves both beginners and proficient LaTeX users.

  Language:TeX77824249129

• GeoStat-Framework/GSTools

  GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more

  Language:Python5691614374

• fonnesbeck/gp_regression

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

  Language:Jupyter Notebook16610676

• gdroguski/GaussianProcesses

  Python3 project applying Gaussian process regression for forecasting stock trends

  Language:Python1483233

• ncullen93/pyBN

  Bayesian Networks in Python

  Language:Python146152755

• aresio/simpful

  A friendly python library for fuzzy logic reasoning

  Language:Python13082033

• seg/tutorials-2017

  Geophysical Tutorials column for 2017

  Language:Jupyter Notebook9717195

• GeoscienceAustralia/hiperseis

  High Performance Seismologic Data and Metadata Processing System

  Language:Jupyter Notebook57409822

• seg/tutorials-2015

  Geophysical Tutorials for 2015

  Language:Jupyter Notebook579146

• xiaoh/DAFI

  DAFI: Ensemble based data assimilation and field inversion, repository for internal development

  Language:C++495127

• mardani72/AI_ML_Seismic_Log

  This is for AI prediction using seismic attributes

  Language:Jupyter Notebook22106

• jsalvatier/multichain_mcmc

  Multichain MCMC framework and algorithms based on PyMC.

  Language:Python17312

• davidstutz/probabilistic-pca

  Python probabilistic PCA (PPCA) implementation.

  Language:Python13301

• iagolemos1/First-Order-Reliability-methods-MATLAB

  Language:MATLAB13207

• yzhucs/MRF-ENERMIN

  A MATLAB package for energy minimization in Markov random field using Graph Cuts.

  Language:MATLAB13319

• BritishGeologicalSurvey/pyagsapi

  pyagsapi - An AGS Utilities API with AGS v4.x Schema Validation & Converter for .ags<-->.xslx files

  Language:Python126482

• markdregan/reinforcement-learning

  Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

  Language:Jupyter Notebook10107

• jberezow/RJMCMC

  Reversible Jump MCMC Code for UiT MLG Summer Internship 2020 and Master's Thesis Project 2020-2021

  Language:Jupyter Notebook7200

• VHeusinkveld/Ising_Model-CP2

  Ising model implementation in Python. Metropolis and Swendsen Wang algorithm.

  Language:Python7003

• geotechzhang/TranSliM

  Depth integrated modelling of submarine landslide with weak layer

  Language:Python4101

• kwinkunks/SeismicLab

  Matlab research tools to read, write and process seismic data

  Language:MATLAB320

• hafizmdyasir/Hoshen-Kopelman-Algorithm

  An implementation of the Hoshen-Kopelman Algorithm for cluster labelling in one-dimensional and two-dimensional matrices.

  Language:Python2100

• Jbrich95/INARMA_RJMCMC_py

  Python implementation of RJMCMC for parameter estimation and order determination of INARMA(p,q) models

  Language:Jupyter Notebook2100

• BritishGeologicalSurvey/python-ags4

  A library to read and write AGS4 files using Pandas DataFrames

  Language:Python120