Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Stars: ✭ 1,868 (+2568.57%)
PythondatasciencehandbookThe book was written and tested with Python 3.5, though other Python versions (including Python 2.7) should work in nearly all cases.
Stars: ✭ 31,995 (+45607.14%)
Dat8General Assembly's 2015 Data Science course in Washington, DC
Stars: ✭ 1,516 (+2065.71%)
MachinelearningcourseA collection of notebooks of my Machine Learning class written in python 3
Stars: ✭ 35 (-50%)
Ds and ml projectsData Science & Machine Learning projects and tutorials in python from beginner to advanced level.
Stars: ✭ 56 (-20%)
Data Science PortfolioPortfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Stars: ✭ 559 (+698.57%)
CodeCompilation of R and Python programming codes on the Data Professor YouTube channel.
Stars: ✭ 287 (+310%)
Pymc Example ProjectExample PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
Stars: ✭ 90 (+28.57%)
Python for mlbrief introduction to Python for machine learning
Stars: ✭ 29 (-58.57%)
Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
Stars: ✭ 2,197 (+3038.57%)
PbpythonCode, Notebooks and Examples from Practical Business Python
Stars: ✭ 1,724 (+2362.86%)
Crime AnalysisAssociation Rule Mining from Spatial Data for Crime Analysis
Stars: ✭ 20 (-71.43%)
ZatZeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark
Stars: ✭ 303 (+332.86%)
Stats Maths With PythonGeneral statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
Stars: ✭ 381 (+444.29%)
Sklearn BayesPython package for Bayesian Machine Learning with scikit-learn API
Stars: ✭ 428 (+511.43%)
Handson MlA series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Stars: ✭ 23,798 (+33897.14%)
AlphapyAutomated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Stars: ✭ 564 (+705.71%)
Prince👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
Stars: ✭ 591 (+744.29%)
ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
Stars: ✭ 345 (+392.86%)
Deep Learning WizardOpen source guides/codes for mastering deep learning to deploying deep learning in production in PyTorch, Python, C++ and more.
Stars: ✭ 343 (+390%)
Pytablewriterpytablewriter is a Python library to write a table in various formats: CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.
Stars: ✭ 422 (+502.86%)
Adam qasADAM - A Question Answering System. Inspired from IBM Watson
Stars: ✭ 330 (+371.43%)
Or Pandas【运筹OR帷幄|数据科学】pandas教程系列电子书
Stars: ✭ 492 (+602.86%)
Data Science Ipython NotebooksData science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Stars: ✭ 22,048 (+31397.14%)
Winerama Recommender TutorialA wine recommender system tutorial using Python technologies such as Django, Pandas, or Scikit-learn, and others such as Bootstrap.
Stars: ✭ 324 (+362.86%)
Machine Learning머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
Stars: ✭ 705 (+907.14%)
Jdata京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)
Stars: ✭ 662 (+845.71%)
Bamboolibbamboolib - a GUI for pandas DataFrames
Stars: ✭ 622 (+788.57%)
Fecon235Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
Stars: ✭ 708 (+911.43%)
QuickvizVisualize a pandas dataframe in a few clicks
Stars: ✭ 18 (-74.29%)
Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
Stars: ✭ 8,329 (+11798.57%)
MachinelearningMy blogs and code for machine learning. http://cnblogs.com/pinard
Stars: ✭ 5,984 (+8448.57%)
FoxcrossAsyncIO serving for data science models
Stars: ✭ 18 (-74.29%)
Icon2017Repository for the ICON 2017 hackathon 'multivoxel pattern analysis (MVPA) of fMRI data in Python'
Stars: ✭ 14 (-80%)
Mlcourse.aiOpen Machine Learning Course
Stars: ✭ 7,963 (+11275.71%)
Pandas TaTechnical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
Stars: ✭ 962 (+1274.29%)
Machine Learningnotebooks with example for machine learning examples
Stars: ✭ 45 (-35.71%)
Computer VisionComputer vision sabbatical study materials
Stars: ✭ 39 (-44.29%)
ImlКурс "Введение в машинное обучение" (ВМК, МГУ имени М.В. Ломоносова)
Stars: ✭ 46 (-34.29%)
SkootA package for data science practitioners. This library implements a number of helpful, common data transformations with a scikit-learn friendly interface in an effort to expedite the modeling process.
Stars: ✭ 50 (-28.57%)
Fraud DetectionCredit Card Fraud Detection using ML: IEEE style paper + Jupyter Notebook
Stars: ✭ 58 (-17.14%)
DaskParallel computing with task scheduling
Stars: ✭ 9,309 (+13198.57%)