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Examples

nrnamestatecomment
1plot100%plot a sinus with matplotlib
2qt100%pyside2 matplotlib example
3cl30%opencl test, never really worked
5trellis_qt80%dataflow gui, only works in python2, i wouldn’t use anymore
6fastai90%pet image classification (fastai-v1 2019)
7fastai_language90%LSTM (fastai-v1 2019) language model
8glumpy100%some experiments with glumpy and cl-cpp-generator for shader code; too low-level for me
9rapids0%tried to understand what nvidia rapids is
10cuda80%a pycuda example
11numba100%numba example (no gpu)
12cupy100%numba and cupy example (with gpu)
13fastai2_nlp100%fine tune LSTM model (fastai-v2 2019)
14megatron_gpt20%try BERT neural model (2020 nvidia, trained with 40gb wikipedia in 1h on 1500 gpus)
15slab_waveguide_modes100%get modes in optical slabe waveguide using finite-difference and eigenvalue solver
16fd_transmission_line30%compute impedance of a transmission line with a given cross-section
17qt_customplot95%interactive plotting of cpu thermals
18qt_webkit
19qt_webengine
20finance
21vulkan_qt
22helium
23wx
24gtk3
25fastai2_again
26copernicus_xsd4%i thought i can use the xsd files to open the binary data, but i can’t figure out how
36cadquery85%proof of concept script for modelling with freecad
37jax100%fit a 2d sinc using levenberg-marquart (gradients computed by jax)
38mediapipe100%facemesh and holistic (body, face, hands) from camera or screencapture, visualization with opencv
39opencv20%try to read out camera on linux with opencv (as raw as possibly, i tried to do some calibration but stopped)
40kivy100%pong game, runs python and kivy on android
41kivy_opencv_android20%try to display camera; opencv build not working
42android_repl40%numpy, scipy for android, needs interface
43pysimplegui90%show matplotlib diagrams with some rudimentary gui elements in browser
44zernike100%evalutate zernike polynomial, might work with jax instead of numpy (and autodiff)
45nasdaq0%wanted to get prices but library not working
46opticspy70%gives good baseline for optics simulation, has paraxial model; lacks speed, autodiff, computation of wavefront aberrations, i reimplement the tracer with jax
47jax_trace30%tried to understand path tracer with jax
48mtfmapper1%no python, just tried to run the program to calibrate an iphone camera
49wgpu40%draw a triangle with glfw and vulkan
50yahoo30%scrape yahoo finance, works quite well
51django20%got fed up with the boilerplate and the number of files (maybe 78 will be more usable)
52temp_monitor80%record temperature of amd desktop, gpu, hdd
53topopt30%requires taichi, topological optimization (find a lightweight but stable shape)
54cadquery_optomech1%i wanted to assemble opto-mechanics 3d cad drawings from suppliers (didn’t go very far)
55freecad_part20%openscad in freecad to design a bottle with screwcap (i don’t like this approach, later i had more success with freecad directly)
56myhdl30%generate hdl using python (couldn’t figure out how to interface to encrypted verilog modules, but python is better than writing verilog especially with SMT solver)
57android_automation80%try to play plant vs zombies (very annoying approach)
58migen
59nmigen30%i’m still not sure what to use myhdl, migen or nmigen?
60py_webull80%scrape weekly market information
61edgar85%scrape public company filings from sec documents (very boring why would i even do this in my spare time)
62zeiss_jobs80%scrape jobs on zeiss website (equally boring as edgar)
63scrape_graph95%short example on how to load all the links of a website
64flask20%first attempt with flask (i think i should rather use django to learn how to do that)
65gaussian_variance_mse80%learn about confidence intervals of statistical estimators
66read_noise5%i can’t even get proper (raw) camera data from my devices, not enough fun
67self_reference??%a math formula that (allegdly) draws itself, maybe this is a joke, i couldn’t get it to work
68arith30%try flint and arb, nice math libraries
69dataset20%read/write databases (i think i prefer pandas)
70star_tracker80%given an image of the sky determine view angle and camera orientation (using a 1GB dataset of hashed star-quadruples), this is pretty neat. maybe i can use this for camera calibration
71datoviz70%vulkan-based visualization tool
72jaxopt70%a test with jax and non-linear optimization
73jax_bfgs75%another test with jax, optimization and confidence interval estimates
74gr_plot60%should be faster than matplotlib, can’t get the matplotlib-like interface to work and can’t get used to the different semantics of its native interface
75jax_render20%i wanted to understand the differentiable raytrace but then i found the fast nvidia paper
76opencv_cuda85%calibrate iphone camera with charuco target (checkerboard with aruco markers)
77wxpython10%some experiments with wx gui
78django80%django is pretty nice. small website in 300 lines. i should learn more about testing
79python_wasm1%run python (with numpy and matplotlib?) in browser
80fulltextcreate sqlite3 index of all pdf files
81ml_gamlearn about genrealized adaptive models (R is better for this than python)
82splinegeneralized adaptive model
83stock_fair_valueEstimate the fair value of stocks using this DCF model.
84ltetry to understand an article about LTE demodulation (signal processing)
85o3d_pointcloudvisualize 3d scan of the camper bus inside
86playwrightbrowser automation
87semiconductorsome experiments on the problems that wafer manufacturers face when localizing markers (when is a measurement capable)
88plotlyplot some charts from the cars ECU that were acquired with obdeleven device
89justpyWeb Framework that requires no front-end programming
90lonaweb application framework
91ldpcforward error correction
92mch22read about gas sensor on the badge for the may contain hackers 2022 conference
93mch22_fpganotes for the badge FPGA workshop at MCH 2022
94torstart going through a short python implementation of the TOR protocol
95shadertoytool to upload shaders to shadertoy website using helium
96colab_fastaigo through fastai lecture
97makemorego through karpathy’s youtube video on neural networks
98yt_audio_to_textdownload dr. griffith covid reports, I want to use OpenAI’s whisper speech to text system to create an index

Todo

References