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Related to #47 and an upcoming PR, there are limited contribution instructions, and it is currently impossible to run the integration tests as the test data is not provided in this repo.
Also, ther…
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# Challenge 20 - Bridge the Gap: Bridging Gaps in Streamflow Observations with ML-driven Solutions
> **Stream 2 - Machine Learning for Earth Sciences applications**
### Goal
Develop machine lea…
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This is the first step of the "new ML research direction" outlined in issue #7.
TODO:
- [x] find a PV system with shading issues
- [ ] predict PV power using:
- [x] pvlib fed with clearsky i…
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[Predictive-Maintenance-using-LSTM-master.zip](https://github.com/Saima-786/INDUSTRIAL-PROJECT-upGrad-/files/15199759/Predictive-Maintenance-using-LSTM-master.zip)
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I'm running simulations of mixed ML/MM systems where part is computed with ANI-2x and part with Amber. As long as I specify `implementation='nnpops'` in the call to `createMixedSystem()` it works wel…
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These are the ones that I have in mind. Will add more.
**During Odd Sem**
- Introductory session (the one with the attendance compulsory notice)
- Introduction to programming (I was thinking abou…
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The current ensemble methods easily diverge/blow-up when simulated for greater than 1000 time steps as errors accumulate, especially for chaotic systems like the Lorenz system. While good prediction p…
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~~Exploring master thesis topic!~~ With **Honors** bsc, also msc **With Honors** potential! Only thesis grade needs to be high. _Zero_ courses to be done. 12 months of msc dedicated focus. [Honor thes…
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Dynamic typing is extremely powerful for data science and machine learning. Since this language will have a competitive performance to C++, it makes sense to me that future ML libraries may be written…
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# Basics of TensorFlow Tutorial Using Fashion MNIST
![clothes dataset images](https://github.com/uddashya09/TensorFlow-Course/raw/master/img/clothes.png)
*Figure 1 [Fashion-MNIST](https://github.com/z…