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Top 15 Python Prediction Projects
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ImageAI
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
Hi. I want to implement an image server similar to Photoprism using ImageAI to tag images based on objects and context. However I don't want to spend to much time working on the frontend, at first I were thinking about using Danbooru and use Flexbooru or the web interface on my phone. But it doesn't have any encryption or password protection (since the purpose of it is to be used as a public image board).
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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Project mention: Facebook Prophet: library for generating forecasts from any time series data | news.ycombinator.com | 2023-09-26
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Project mention: Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1798.0 | /r/algoprojects | 2023-04-01
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Project mention: So, You Recommended a Python Time-Series Package … Now What? | /r/Python | 2023-03-29
Good question. Tried filing a feature request or discussion on their repo? Or one idea would be to chase prophet's residuals, somewhat similar to this: https://github.com/microprediction/timemachines/blob/main/timemachines/skaters/proph/prophskaterscomposed.py
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Just for some respite from the discussion of our soon-to-be AI overlords (LLMs), I'm one of the contributors to an open-source Python package, Xplainable (https://github.com/xplainable/xplainable). Xplainable is a novel (structured) machine learning algorithm that's inherently explainable, as opposed to being a post-hoc explainer (like SHAP or Lime).
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merged_depth
Monocular Depth Estimation - Weighted-average prediction from multiple pre-trained depth estimation models
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medicalAI
Medical-AI is a AI framework specifically for Medical Applications https://aibharata.github.io/medicalAI/
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CSGOPredictor
A python app that automatically collects, preprocesses game data and generates real-time predictions for Counter-Strike: Global Offensive competitive matches
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head2head
A database of every English Premier League football match, with stats and tentative match prediction. (by Steve-Shambles)
Project mention: As promised I have updated Head2Head to end of season, program is completely free, database of every PL result to date with stats and match predictions. | /r/coys | 2023-06-23 -
PricePrediction
Cryptocurrency Price Prediction Tool uses machine learning to predict crypto prices for selected time periods with historical data from CryptoCompare API.
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Python Prediction related posts
- As promised I have updated Head2Head to end of season, program is completely free, database of every PL result to date with stats and match predictions.
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- [Project] Seeking Advice on How to Train an Image Detection AI with a Large Labeled Dataset.
- Sort Image Files
- Is there a way to use Python to interact with an already opened web page?
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Index
What are some of the best open-source Prediction projects in Python? This list will help you:
Project | Stars | |
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1 | statsmodels | 9,435 |
2 | ImageAI | 8,341 |
3 | neural_prophet | 3,607 |
4 | bulbea | 1,927 |
5 | MLBox | 1,470 |
6 | timemachines | 380 |
7 | dota2-predictor | 365 |
8 | xplainable | 50 |
9 | merged_depth | 45 |
10 | bb | 43 |
11 | Forecasting_Mutual_Funds | 38 |
12 | medicalAI | 15 |
13 | CSGOPredictor | 11 |
14 | head2head | 4 |
15 | PricePrediction | 1 |