Deep Learning for humans
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May 4, 2025 - Python
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Data Science
Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.
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scikit-learn: machine learning in Python
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May 1, 2025 - Python
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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May 3, 2025 - Python
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
python workflow data-science machine-learning airflow automation etl workflow-engine scheduler apache orchestration data-engineering data-integration elt data-pipelines dag apache-airflow mlops workflow-orchestration data-orchestrator
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May 4, 2025 - Python
Streamlit — A faster way to build and share data apps.
python data-science machine-learning deep-learning data-visualization developer-tools data-analysis streamlit
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May 4, 2025 - Python
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
python data-science machine-learning ui deep-learning interface deploy models data-visualization data-analysis ui-components gradio hacktoberfest python-notebook gradio-interface
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May 4, 2025 - Python
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
python data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed hyperparameter-optimization ray hyperparameter-search serving rllib large-language-models llm llm-serving llm-inference
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May 4, 2025 - Python
💫 Industrial-strength Natural Language Processing (NLP) in Python
python nlp data-science machine-learning natural-language-processing ai deep-learning neural-network text-classification cython artificial-intelligence spacy named-entity-recognition neural-networks nlp-library tokenization entity-linking
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Apr 11, 2025 - Python
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
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May 4, 2025 - Python
Data 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.
python aws data-science machine-learning caffe theano big-data spark deep-learning hadoop tensorflow numpy scikit-learn keras pandas kaggle scipy matplotlib mapreduce
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Mar 20, 2024 - Python
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax
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Aug 18, 2024 - Python
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch
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Oct 15, 2023 - Python
Data Apps & Dashboards for Python. No JavaScript Required.
react python productivity flask finance data-science bioinformatics jupyter web-app modeling plotly data-visualization dash rstats gui-framework charting technical-computing plotly-dash
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May 1, 2025 - Python
matplotlib: plotting with Python
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May 3, 2025 - Python
Best Practices on Recommendation Systems
python kubernetes data-science machine-learning tutorial ai deep-learning rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization
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May 3, 2025 - Python
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
data-science data csv sql database ai pandas data-visualization data-analysis datalake text-to-sql gpt-4 llm
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Apr 14, 2025 - Python
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
python infrastructure workflow data-science data automation pipeline workflow-engine orchestration data-engineering observability prefect data-ops ml-ops
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May 4, 2025 - Python
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
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Apr 25, 2025 - Python
Topic Modelling for Humans
python nlp data-science machine-learning natural-language-processing information-retrieval data-mining neural-network word2vec word-embeddings topic-modeling gensim fasttext document-similarity word-similarity
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Feb 14, 2025 - Python
🦉 Data Versioning and ML Experiments
data-science machine-learning ai developer-tools reproducibility data-version-control unstructured-data
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Apr 30, 2025 - Python
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