Validation

An option valuation webapp in Python

Option Valuation with Python An option valuation webapp in Python. Models Installation Clone this repository : git clone https://github.com/romaincaraes/option-valuation-python cd option-valuation-python You may want to use a virtual environment to keep a clean Python installation : python3 -m venv venv/ source venv/bin/activate Install the required dependencies : pip3 install -r requirements.txt Usage To use the Option Valuation web app, run the option.py script in option-valuation/ folder : cd option-valuation streamlit run option.py A new tab should open in your browser […]

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Automation

A lib version of the sports master planning code

sports_maps A lib version of the sports master planning code. Aimed a producing sport overviews for certain cities. Demoes of reports for Sedan and the Kremlin Bicetre. Repository Ownership Practice: Sport Sector: Asset management Original Author(s): Luc Jonveaux Contact Details for Current Repository Owner(s): [email protected] Data Running the Code Relatively straightforward import gpdSport data = gpdSport.dataSets() DATA = data.CreateDF(“data/) data.CreateVille(8409); #produces the an analysis for SEDAN fig = data.CreateMap(ZOOM=12) # creates a map, with a basemap zoom at 12 data.createReport(); […]

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HTTP

human-friendly CLI HTTP client for the API era

HTTPie HTTPie (pronounced aitch-tee-tee-pie) is a command-line HTTP client. Its goal is to make CLI interaction with web services as human-friendly as possible. HTTPie is designed for testing, debugging, and generally interacting with APIs & HTTP servers. The http & https commands allow for creating and sending arbitrary HTTP requests. They use simple and natural syntax and provide formatted and colorized output. GitHub https://github.com/httpie/httpie    

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Computer Vision

Python based SDK for multi human pose estimation through RGB webcam

PoseCamera PoseCamera is python based SDK for multi human pose estimation through RGB webcam. Install install posecamera package through pip pip install posecamera If you are having issues with the installation on Windows OS then check this page Usage See Google colab notebook https://colab.research.google.com/drive/18uoYeKmliOFV8dTdOrXocClCA7nTwRcX?usp=sharing draw pose keypoints on image import posecamera import cv2 det = posecamera.pose_tracker.PoseTracker() image = cv2.imread(“example.jpg”) pose = det(image) for name, (y, x, score) in pose.keypoints.items(): cv2.circle(image, (int(x), int(y)), 4, (255, 0, 0), -1) cv2.imshow(“PoseCamera”, image) cv2.waitKey(0) […]

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Documentation

A document organizer with tags and full-text-search in sqlite3

bibliothecula document organizer with tags and full-text-search, in a simple and clean sqlite3 schema. bibliothēcula f (genitive bibliothēculae); first declension (Late Latin) small library small collection of books document database with tags and full-text-search, in a simple and clean sqlite3 schema Organise documents with tags and other metadata with the option of storing multiple files per document. See the database schema and the documentation. Uses Organise journal articles for bibliographies Organise e-books Store plain text notes with automatic full-text search […]

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3D

A project for 3D multi-object tracking with python

3D Multi-Object Tracker This project is developed for tracking multiple objects in 3D scene. The visualization code is from here. Features Fast: currently, the codes can achieve 700 FPS using only CPU (not include detection and data op), can perform tracking on all kitti val sequence in several seconds. Support both online and global implementation. The overall framework of design is shown below: Kitti Results Results on the Kitti tracking val seq [1,6,8,10,12,13,14,15,16,18,19] using second-iou and point-rcnn detections. We followed […]

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Deep Learning

A Lightweight and Stable DRL Implementation Using PyTorch

ElegantRL ElegantRL is featured with lightweight, efficient and stable, for researchers and practitioners. Lightweight: The core codes <1,000 lines (check elegantrl/tutorial), using PyTorch (train), OpenAI Gym (env), NumPy, Matplotlib (plot). Efficient: performance is comparable with Ray RLlib. Stable: as stable as Stable Baseline 3. Currently, model-free deep reinforcement learning (DRL) algorithms: DDPG, TD3, SAC, A2C, PPO, PPO(GAE) for continuous actions DQN, DoubleDQN, D3QN for discrete actions For DRL algorithms, please check out the educational webpage OpenAI Spinning Up. File Structure […]

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Machine Learning

A 12-week, 24-lesson curriculum all about Machine Learning

Machine Learning for Beginners – A Curriculum 🌍 Travel around the world as we explore Machine Learning by means of world cultures 🌍 Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about Machine Learning. In this curriculum, you will learn about what is sometimes called classic machine learning, using primarily Scikit-learn as a library and avoiding deep learning, which is covered in our forthcoming ‘AI for Beginners’ curriculum. Pair these lessons with our forthcoming […]

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Assistant

An Open-source Personal Assistant With Python For Developers

Leon Leon is an open-source personal assistant who can live on your server. He does stuff when you ask him for. You can talk to him and he can talk to you. You can also text him and he can also text you. If you want to, Leon can communicate with you by being offline to protect your privacy. Why? If you are a developer (or not), you may want to build many things that could help in your daily […]

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Jupyter notebooks

Cambridge UK temperature forecast python notebooks

CambridgeTemperatureNotebooks Time series and other models for Cambridge UK temperature forecasts in python If you like CambridgeTemperatureNotebooks, give it a star, or fork it and contribute! Summary of single step-ahead predictions using simple Long Short Term Memory model with 12 hours of lagged variables plus test time augmentation: These predictions are for separate test data from 2019. RMSE is 7.26 and MAE is 3.71. GitHub https://github.com/makeyourownmaker/CambridgeTemperatureNotebooks    

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