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l.cristian
Mar 28, 20220 min read
19 views0 comments
l.cristian
Feb 28, 20223 min read
Connecting Colab to a local machine
Google Colab is a great offering (at least at the moment is) because it is free and allows you seamless access to both GPU instances and...
135 views0 comments
l.cristian
Feb 21, 20222 min read
Running a local bash function on a remote machine
#productivity #engineering Whenever you want to deal with cloud offerings (like #aws et. al.) you interact with the machines through an...
21 views0 comments
l.cristian
Feb 14, 20222 min read
Switch GPU to CPU using the aws-cli
It is a well known fact that machine learning (and #deep-learning in particular) needs lots of compute power. If conditions are right...
9 views0 comments
l.cristian
Feb 7, 20222 min read
Visualising grid search results
When doing a hyperparameter optimisation using #gridsearch (or other tasks which involve an exhaustive evaluation of the search space)...
72 views0 comments
l.cristian
Jan 31, 20221 min read
Where to look to beautiful and inspiring visualisations
Displaying data requires creativity and practice at the same time otherwise you're bound to use only the techniques you already know. A...
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l.cristian
Jan 26, 20221 min read
A timer context manager in python
When writing code you may want to quickly do performance analysis on your algorithms. The most likely tool that you need is obviously a...
450 views0 comments
Gheorghe Rusu (kederrac)
Mar 24, 20217 min read
Automate Revolut trading tax calculation with Pandas
Last year I discovered how easy it can be to trade with the Revolut app. I was playing for a couple of months, in the beginning, I did...
763 views0 comments
Gheorghe Rusu (kederrac)
Feb 27, 20214 min read
Uniswap price notification with python
In the crypto world, this week Superfarm has launched his ICO(initial coin offering) on Polkastarter. As usual, after their ICO they...
969 views0 comments
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Jan 14, 20211 min read
Few shot learning with Triplet Loss
This video is a sample of the materials covered in our Deep Learning (II) module. In it you can see an established technique for solving...
381 views0 comments
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Dec 1, 20201 min read
Stochastic Gradient Descent update and the intuition behind it
Training a neural network involves some form of optimisation (minimisation) of an objective function. The root strategy from which all...
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Nov 28, 20201 min read
Training an RNN with teacher forcing
Teacher forcing is a (really simple) way of #training an #rnn (a recurrent neural network) . RNNs have a variable length input and this...
201 views0 comments
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Nov 24, 20201 min read
Converting a DecisionTree into python code
It is sometimes useful to be able to convert a decision tree into an actual useful code snippet. This notebook shows how you’d go around...
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l.cristian
Nov 22, 20201 min read
Distilling a Random Forest to a single DecisionTree
On HackerNews there was a topic discussed at some point about ways to distill knowledge from a complex (almost black box) large tree...
93 views0 comments
l.cristian
Nov 10, 20201 min read
Detecting faces with RetinaFace
Detecting faces in a still image is an important step that has various applications. As of now, a top of the SoTA on face detection seems...
103 views0 comments
Gheorghe Rusu (kederrac)
Oct 24, 20203 min read
Fastest way to convert an iterator to a list
The fastest way to convert an iterator to a list
6,023 views0 comments
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