randerson112358 / Python
đ Python Programs
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Projects that are alternatives of or similar to Python
Notebooks
Directory of Jupyter notebooks exploring various topics
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Universal Portfolios
Collection of algorithms for online portfolio selection
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Dliss Tutorial
Tutorial for International Summer School on Deep Learning, 2019
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Clrs
Some exercises and problems in Introduction to Algorithms 3rd edition.
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Cs231
Complete Assignments for CS231n: Convolutional Neural Networks for Visual Recognition
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Financial Models Numerical Methods
Collection of notebooks about quantitative finance, with interactive python code.
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Scratch mlp
Explaining the Math of how neural networks learn
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Python For Text Analysis
If you want to use Python for text analysis, this course is for you!
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Python Machine Learning Blueprints
Code repository for Python Machine Learning Blueprints, published by Packt
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Python Scraping
Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do
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Transportationnetworks
Transportation Networks for Research
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Advanced Deep Trading
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Thinkstats2
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Reco Gym
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A 2017
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Android Orm Benchmark
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Codefun
DataStructure(SwordOfferăLeetCode)ăDeep Learning(TensorflowăKerasăPytorch)ăMachine Learning(sklearnăspark)ăAutoMLăAutoDLăModelDeployingăSQL
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Quantum
Microsoft Quantum Development Kit Samples
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Python
This is a repository that holds my Python programs
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Python Data Cleaning Programs
| Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| concatenate_file.py | Concatenate Multiple CSV files | Program | Blog | None |
| remove_empty_row.py | Removes Empty Rows | Program | Blog | None |
| replace_strings_with_numbers.py | Changes Strings in CSV to Numbers | Program | Blog | YouTube |
Web Scraping
| Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| scrape.py | Scrape Website Links | Program | Blog | YouTube |
| News_Article.py | Scrape & Summarize Article | Program | Blog | YouTube |
Machine Learning Projects & Programs
| Project Name | Program Name | Algorithm Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|---|
| Sentiment Analysis | sentiment.py | Sentiment Analysis | Program | Blog | YouTube |
| Simple Linear Regression Ex | LinearRegression.py | Linear Regression | Program | Blog | YouTube |
| Car Classification | decisionTree.py | Decision Tree | Program | Blog | YouTube |
| Golf Predictions | Golf_Predictions.ipynb | Decision Tree | Program | Blog | YouTube |
| Predict Boston House Price | Predict_Boston_Housing_Price.ipynb | Linear Regression | Program | Blog | YouTube |
| Predict Stock Price | stock.ipynb | Linear Regression & SVR | Program | Blog | YouTube |
| Classify Iris Species | Logistic_Regression.ipynb | Logistic Regression | Program | Blog | YouTube |
| Predict Median House Price | Neural_Networks.ipynb | Deep Neural Networks | Program | Blog | YouTube |
| Classify Handwritten Digits | MNIST_ANN.ipynb | Artificial Neural Networks | Program | Blog | YouTube |
| Cluster NBA Basketball Players | Basketball_Data_Exploration.ipynb | KMeans | Program | Blog | YouTube |
| Predict FB Stock Price | SVM.ipynb | Support Vector Regression (SVR) | Program | Blog | YouTube |
| Breast Cancer Detection | Breast_Cancer_Detection.ipynb | Random Forest Classifier & Gaussian Naive Bayes & Logistic Regression & Decision Tree Classifier & SVC | Program | Blog | YouTube |
| Face Detection | face_detection.py | Open CV & Adaboost | Program | Blog | YouTube |
| Image Classification | cnn.ipynb | CNN | Program | Blog | YouTube |
| Classify Handwritten Digits CNN | mnist_cnn.ipynb | Convolutional Neural Networks | Program | Blog | YouTube |
| Spam Detection | Email_Spam_Detection.ipynb | Naive Bayes | Program | Blog | YouTube |
| Pima-Indians Diabetes | Diabetes.ipynb | Artificial Neural Networks | Program | Blog | YouTube |
| Movie Recommendation Engine | Movie_Recommendation.ipynb | Cosine Similarity | Program | Blog | YouTube |
| Article Text To Speech | Article_Text_To_Speech.py | NLP | Program | Blog | YouTube |
| AI Smart Dr.Chat Bot | smartbot.py | NLP | Program | Blog | YouTube |
| Neural Network Stock Prediction | lstm2.py | LSTM | Program | Blog | YouTube |
| Heart Disease Detection | cardiovascular_disease_detection.py | Random Forest | Program | Blog | YouTube |
| Employee Attrition | employee_attrition.py | Random Forest | Program | Blog | YouTube |
Interesting Python Programs
| Project Name | Program Name | Link to Program | Blog | YouTube |
|---|---|---|---|---|
| Python For Finance Simple Returns | simple_returns.py | Program | Blog | YouTube |
| Resume Scanner | resume_scanner.py | Program | Blog | YouTube |
| Python For Finance Portfolio Optimization | portfolio_optimization.py | Program | Blog | YouTube |
| Python For Finance Cryptocurrency Analysis | crypto_currency_analysis.py | Program | Blog | YouTube |
| Twitter Sentiment Analysis | Twitter_Sentiment_Analysis.ipynb | Program | Blog | YouTube |
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for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].