Top 22 Jupyter Notebook AI Projects
-
Project mention: Simulating trained model in Mujoco | reddit.com/r/reinforcementlearning | 2021-11-24
I am trying to replicate the results of this paper, which has its code on github. I'm new to Reinforcement Learning, and I do not know how to use the trained model to simulate the behavior in mujoco. If anyone could help me with this, it'd be helpful. Thanks!
-
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
-
Scout APM
Scout APM: A developer's best friend. Try free for 14-days. Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
-
Intel BigDL for Spark which again is for Spark.
-
Project mention: A Fun project to turn Portrait Pictures to Illustration. GitHub Link in comments. | reddit.com/r/generative | 2021-01-28
Two models has been combined to bring the cartoonized effect, one is ArtLine https://github.com/vijishmadhavan/ArtLine and another one is Toon-Me
-
This is a nice starting point: https://github.com/makcedward/nlpaug
-
machine-learning-experiments
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
-
PConv-Keras
Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai
Project mention: [D] Anyone deploy DL models with AWS Lambda? Trying to estimate costs | reddit.com/r/MachineLearning | 2021-04-05https://www.fixmyphoto.ai/ has been deployed "on a serverless React application with AWS lambda functions handling inference" according to the github page.
-
-
tensor-house
A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain
Hi, how can i use the code of an analysis like this https://github.com/ikatsov/tensor-house/blob/master/pricing/price-optimization-multiple-time-intervals.ipynb but with my data?
-
Deep-Learning-In-Production
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
The book is based on an old articles series we wrote on our blog so a big portion of the content is already available for free. We just organized/restructured some of the articles and we added some new material. We use a variety of examples with libraries such as Tensorflow, Flask, uWSGI, Nginx, Docker, Kubernetes, Tensorflow Extended, Google Cloud, Vertex AI. The full code and the articles can be found on Github (https://github.com/The-AI-Summer/Deep-Learning-In-Production)
-
Project mention: AI, Security, P2P and Software innovation workshops | news.ycombinator.com | 2021-01-24
-
imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
Project mention: imodels: a package extending sklearn with state-of-the-art models for interpretable data science (e.g. Bayesian Rule Lists, RuleFit) | reddit.com/r/datascience | 2021-02-18 -
rtdl
The `rtdl` library + The official implementation of the paper "Revisiting Deep Learning Models for Tabular Data"
Project mention: [P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library | reddit.com/r/MachineLearning | 2021-09-07 -
-
Project mention: What every software engineer should know about search | news.ycombinator.com | 2021-10-18
Assuming you have an NVIDIA GPU, you can build a semantic search engine by indexing CLIP embeds (image or text).
-
Deep-Learning-With-TensorFlow
All the resources and hands-on exercises for you to get started with Deep Learning in TensorFlow
Rishit-dagli / Deep-Learning-With-TensorFlow
-
-
You can find the source code here
-
SuiSense
Using Artificial Intelligence to distinguish between suicidal and depressive messages (4th Place Congressional App Challenge)
I mean, your own notebooks clearly show that your models aren't converging and yet you're launching and marketing this. (?!?). At the very least you should be labeling your product as non-functional alpha POC - and that's generous.
-
bitcoin_price_prediction
This project tries to prediction the bitcoin price with machine and deep learning.
Project mention: Deep And Machine Learning Based Bitcoin Price Prediction | OPEN SOURCE | Jupyter Notebook | reddit.com/r/Python | 2021-03-16Github: onuratakan/bitcoin_price_prediction: This project tries to prediction the bitcoin price with machine and deep learning. (github.com)
-
Project mention: How to customize the dataset in this code (mediapipe) | reddit.com/r/AskProgramming | 2021-11-03
Hello. I am very new to Jupyter Notebook and programming in general and things got a little confusing for me. So I'm trying to run this program from this GitHub link https://github.com/prp-e/sign_language_detector So far, it works for me and it was able to do the task intended. However, I was wondering how could I customize the dataset to my liking (i.e. using different words rather than the ones already included) for translation? Steps 5 and 6 of the notebook are data gathering and adding data to the CSV file, respectively, but when I ran it, it didn't change the dataset.
-
-
airline-sentiment-streaming
Streaming with Airline Sentiment. Utilizing Cloudera Machine Learning, Apache NiFi, Apache Hue, Apache Impala, Apache Kudu
Jupyter Notebook AI related posts
- [P] Deep Learning in Production Book
- Simulating trained model in Mujoco
- Project ideas leveraging 3D/deep learning.
- How to customize the dataset in this code (mediapipe)
- Google AI Introduces Task Affinity Groupings (TAG): A Method That Determines Which Tasks Should Be Trained Together In Multi-Task Neural Networks
- Siri turns 10
- Google AI’s New Study Enhance Reinforcement Learning (RL) Agent’s Generalization In Unseen Tasks Using Contrastive Behavioral Similarity Embeddings
Index
What are some of the best open-source AI projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | google-research | 20,728 |
| 2 | dopamine | 9,655 |
| 3 | BigDL | 3,806 |
| 4 | ArtLine | 3,049 |
| 5 | nlpaug | 2,718 |
| 6 | machine-learning-experiments | 1,144 |
| 7 | PConv-Keras | 836 |
| 8 | tensor-house | 582 |
| 9 | Deep-Learning-In-Production | 574 |
| 10 | Workshops | 329 |
| 11 | imodels | 314 |
| 12 | rtdl | 221 |
| 13 | LessonMaterials | 151 |
| 14 | clip-retrieval | 100 |
| 15 | Deep-Learning-With-TensorFlow | 39 |
| 16 | creative-prediction | 18 |
| 17 | AI-Art-Generator | 18 |
| 18 | SuiSense | 8 |
| 19 | bitcoin_price_prediction | 7 |
| 20 | sign_language_detector | 4 |
| 21 | Animender | 4 |
| 22 | airline-sentiment-streaming | 1 |
Are you hiring? Post a new remote job listing for free.
