AnantaVichāra (@AnantaVichara) / X

AnantaVichāra

9,571 posts

AnantaVichāra

@AnantaVichara

ml/applied maths | ug

Joined March 2024

Pinned
AnantaVichāra
@AnantaVichara
Feb 15, 2025
the working discord link- discord.gg/WQXdMrNUYH
AnantaVichāra
@AnantaVichara
Feb 8, 2025
the discord server is here- Admin's- Maths-@bluecowthinks ML-@AnantaVichara Quant-@XPhyxer1 discord link-discord.gg/rQPsDGK9 will soon choose moderators among you also please use the server for learning,sharing and helping regarding the above topic lets learn together
12K
AnantaVichāra
@AnantaVichara
Mar 17, 2025
ML GRIND DAY 1: >studied for 8 hrs >revised basic matrices,eigen values and vectors,SVD till derivatives of singular matrices >revised continuity,limits and derivatives >studied the classic 1958 perceptron paper
161K
AnantaVichāra
@AnantaVichara
Mar 18, 2025
ML GRIND DAY 2: >studied for 6.5 hrs(assignments deadline so less time) >implemented perceptron(pretty general stuff) >revised norms of vectors,eigen and singular values,matrix derivatives >did some fun maths puzzles from "mathematical circles"(some probs from book)
36K
AnantaVichāra
@AnantaVichara
May 5, 2025
ML GRIND DAY 29: >studied for 6hrs >implemented the word2vec paper >revised lagrange multipliers,non-independent vars and solved some probs >revised parametric hypothesis testing(cont)
85K
AnantaVichāra
@AnantaVichara
Jun 10, 2025
machine learning abilities are capped by our maths abilities, work on maths
14K
AnantaVichāra
@AnantaVichara
Aug 13, 2025
ML GRIND DAY 93: >studied for 6hrs >continued competitive optimality of the log-optimal portfolio,shannon-mcMillan-breiman theorem >revised generalized azuma inequality,duality in random walks
27K
AnantaVichāra
@AnantaVichara
Jan 22, 2025
anyone interested in making "soon to be very cracked AI/quant researcher" kind of group,deeply technical and pure mathematical reasoning group(solving complex ml/quant/IMO questions and basic logical insights)?please give your thoughts
74K
AnantaVichāra
@AnantaVichara
Jul 4, 2025
ML GRIND DAY 54: >studied for 6hrs >revised choosing the smoothing parameter,local regression,GAMs for regression problems >continued data processing inequality,fano's inequality,AEP >continued reading the fasttext paper many other related things in background which can't
25K
AnantaVichāra
@AnantaVichara
Mar 21, 2025
ML GRIND DAY 5: >studied for 7 hrs(1hr study 10 min break 3x,30 min break,then loop) >revising seq models in deep learning(asking ques in the image is really imp) >revised svd,lu,qr saddle Points from LA and solved some ques(some eg ques) >did some maths puzzles from Tanya's blog
19K
AnantaVichāra
@AnantaVichara
Aug 17, 2025
ML GRIND DAY 97: >studied for 5.5hrs >continued The entropy power inequality, brunn-minkowski inequality >revised integrated brownian motion,using martingales to analyze brownian motion,backward and forward diffusion eqs,semi-markov processes
18K
AnantaVichāra
@AnantaVichara
May 8, 2025
ML GRIND DAY 31: >studied for 6hrs >started reading distributed representations of words,phrases and their compositionality paper >revised double integrals,iterated integrals,double over general regions and solved some probs >did some maths puzzles
13K
AnantaVichāra
@AnantaVichara
Apr 8, 2025
ML GRIND DAY 19: >studied for 6 hrs >revised probability generating functions,joint, marginal,conditional distributions and solved some probs(some eg ques in pic) >revised numerical integration,trapezoidal,simpsons rule,slices from single var calc found a manga stats book
15K
AnantaVichāra
@AnantaVichara
Aug 15, 2025
ML GRIND DAY 95: >studied for 5.5hrs >continued bounds on entropy and relative entropy,inequalities for types >revised rao-blackwell theorem on the line,intro of brownian motion and other markov processes
15K
AnantaVichāra
@AnantaVichara
Apr 23, 2025
EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY EVERYTHING BOILS DOWN TO MATHEMATICAL ABILITY
9.5K