Best Python libraries for Machine Learning that are open source 💯

A summary about each with their GitHub link 😉

Thread 🧵👇

1. Pandas

It aims to be the fundamental high-level building block for practical, real-world data analysis in Python.

🔗 https://t.co/toOkhEazmQ
2. OpenCV

It has more than 2500 highly optimised algorithms for machine learning and computer vision that can do just about anything with images.

🔗 https://t.co/Z967hfrsvI
3. Matplotlib

Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.

🔗 https://t.co/ocpMxzCSmX
4. Tensorflow

It's an end-to-end Machine Learning and Deep Learning library to solve real-world challenges.

🔗https://t.co/wNhupEWq3k
5. Keras

Released in 2015, Keras is an advanced open-source Python deep learning API and framework built on top of Tensorflow-another powerful ML platform.

🔗 https://t.co/hHDCRRHrB7
6. NumPy

It is the fundamental package for scientific computing with Python.

🔗 https://t.co/SLIqjhdQNX
7. Scikit-learn

It is a Python module for machine learning built on top of SciPy and is distributed under the 3-Clause BSD license.

🔗 https://t.co/nF6JHcO6TF
That's a wrap!

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THREAD: 12 Things Everyone Should Know About IQ

1. IQ is one of the most heritable psychological traits – that is, individual differences in IQ are strongly associated with individual differences in genes (at least in fairly typical modern environments). https://t.co/3XxzW9bxLE


2. The heritability of IQ *increases* from childhood to adulthood. Meanwhile, the effect of the shared environment largely fades away. In other words, when it comes to IQ, nature becomes more important as we get older, nurture less.
https://t.co/UqtS1lpw3n


3. IQ scores have been increasing for the last century or so, a phenomenon known as the Flynn effect. https://t.co/sCZvCst3hw (N ≈ 4 million)

(Note that the Flynn effect shows that IQ isn't 100% genetic; it doesn't show that it's 100% environmental.)


4. IQ predicts many important real world outcomes.

For example, though far from perfect, IQ is the single-best predictor of job performance we have – much better than Emotional Intelligence, the Big Five, Grit, etc. https://t.co/rKUgKDAAVx https://t.co/DWbVI8QSU3


5. Higher IQ is associated with a lower risk of death from most causes, including cardiovascular disease, respiratory disease, most forms of cancer, homicide, suicide, and accident. https://t.co/PJjGNyeQRA (N = 728,160)